From b0d1ef6daeb668da1be09b2ce5a9a71f645258dd Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 4 Aug 2024 07:29:03 +0000 Subject: [PATCH] Leverage on dpctl.tensor implementation in `dpnp.count_nonzero` (#1962) * Leverage on dpctl.tensor implementation of count_nonzero * Extend dpnp.get_result_array() to accept dpt.usm_ndarray * Updated dpnp.mean() per review comment * Add more dpnp tests to cover different use cases cb56101780f4f96dd6819587cd41bb333e76d213 --- .buildinfo | 2 +- _modules/dpnp/dpnp_array.html | 6 +-- _modules/dpnp/dpnp_flatiter.html | 6 +-- _modules/dpnp/dpnp_iface.html | 10 ++-- _modules/dpnp/dpnp_iface_arraycreation.html | 6 +-- _modules/dpnp/dpnp_iface_counting.html | 49 ++++++++++++------ _modules/dpnp/dpnp_iface_histograms.html | 6 +-- _modules/dpnp/dpnp_iface_indexing.html | 6 +-- _modules/dpnp/dpnp_iface_libmath.html | 6 +-- _modules/dpnp/dpnp_iface_linearalgebra.html | 6 +-- _modules/dpnp/dpnp_iface_logic.html | 27 ++++------ 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reference/manipulation.html | 6 +-- reference/math.html | 6 +-- reference/misc.html | 6 +-- reference/ndarray.html | 6 +-- reference/pad.html | 6 +-- reference/polynomials.html | 6 +-- reference/random.html | 6 +-- reference/routines.html | 6 +-- reference/sorting.html | 6 +-- reference/special.html | 6 +-- reference/statistics.html | 6 +-- reference/ufunc.html | 6 +-- search.html | 6 +-- searchindex.js | 2 +- 502 files changed, 1575 insertions(+), 1558 deletions(-) diff --git a/.buildinfo b/.buildinfo index 3f61c34121e..6fc94e00e4b 100644 --- a/.buildinfo +++ b/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 87fcd98015705c959dfb3d670f4dfc1d +config: 4cff48b2f81f644229cb2ad19fa3b056 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/_modules/dpnp/dpnp_array.html b/_modules/dpnp/dpnp_array.html index 5b90576115a..0a0fc39d86d 100644 --- a/_modules/dpnp/dpnp_array.html +++ b/_modules/dpnp/dpnp_array.html @@ -12,7 +12,7 @@ - dpnp.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation + dpnp.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+98.gd2c623b084 + 0.16.0dev0+99.gcb56101780
diff --git a/_modules/dpnp/dpnp_flatiter.html b/_modules/dpnp/dpnp_flatiter.html index a7ca6080e77..c9a1d4070c4 100644 --- a/_modules/dpnp/dpnp_flatiter.html +++ b/_modules/dpnp/dpnp_flatiter.html @@ -12,7 +12,7 @@ - dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation + dpnp.dpnp_flatiter — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+98.gd2c623b084 + 0.16.0dev0+99.gcb56101780
diff --git a/_modules/dpnp/dpnp_iface.html b/_modules/dpnp/dpnp_iface.html index ffdda1a7408..0e40346325a 100644 --- a/_modules/dpnp/dpnp_iface.html +++ b/_modules/dpnp/dpnp_iface.html @@ -12,7 +12,7 @@ - dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation + dpnp.dpnp_iface — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation @@ -23,7 +23,7 @@ - + @@ -43,7 +43,7 @@ Data Parallel Extension for NumPy
- 0.16.0dev0+98.gd2c623b084 + 0.16.0dev0+99.gcb56101780
@@ -759,7 +759,7 @@

Source code for dpnp.dpnp_iface

 
     Parameters
     ----------
-    a : {dpnp_array}
+    a : {dpnp.ndarray, usm_ndarray}
         Input array.
     out : {dpnp.ndarray, usm_ndarray}
         If provided, value of `a` array will be copied into it
@@ -776,6 +776,8 @@ 
Source code for dpnp.dpnp_iface
     """
 
     if out is None:
+        if isinstance(a, dpt.usm_ndarray):
+            return dpnp_array._create_from_usm_ndarray(a)
         return a
 
     if isinstance(out, dpt.usm_ndarray):
diff --git a/_modules/dpnp/dpnp_iface_arraycreation.html b/_modules/dpnp/dpnp_iface_arraycreation.html
index 966d0dd14d1..b03f1e44de9 100644
--- a/_modules/dpnp/dpnp_iface_arraycreation.html
+++ b/_modules/dpnp/dpnp_iface_arraycreation.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_arraycreation — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_counting.html b/_modules/dpnp/dpnp_iface_counting.html
index ff52ede476e..f5d532c63cb 100644
--- a/_modules/dpnp/dpnp_iface_counting.html
+++ b/_modules/dpnp/dpnp_iface_counting.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_counting — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
@@ -136,25 +136,38 @@ 
Source code for dpnp.dpnp_iface_counting
 
 

 [docs]
-def count_nonzero(a, axis=None, *, keepdims=False):
+def count_nonzero(a, axis=None, *, keepdims=False, out=None):
     """
     Counts the number of non-zero values in the array `a`.
 
     For full documentation refer to :obj:`numpy.count_nonzero`.
 
+    Parameters
+    ----------
+    a : {dpnp.ndarray, usm_ndarray}
+        The array for which to count non-zeros.
+    axis : {None, int, tuple}, optional
+        Axis or tuple of axes along which to count non-zeros.
+        Default value means that non-zeros will be counted along a flattened
+        version of `a`.
+        Default: ``None``.
+    keepdims : bool, optional
+        If this is set to ``True``, the axes that are counted are left in the
+        result as dimensions with size one. With this option, the result will
+        broadcast correctly against the input array.
+        Default: ``False``.
+    out : {None, dpnp.ndarray, usm_ndarray}, optional
+        The array into which the result is written. The data type of `out` must
+        match the expected shape and the expected data type of the result.
+        If ``None`` then a new array is returned.
+        Default: ``None``.
+
     Returns
     -------
     out : dpnp.ndarray
         Number of non-zero values in the array along a given axis.
-        Otherwise, a zero-dimensional array with the total number of
-        non-zero values in the array is returned.
-
-    Limitations
-    -----------
-    Parameters `a` is supported as either :class:`dpnp.ndarray`
-    or :class:`dpctl.tensor.usm_ndarray`.
-    Otherwise ``TypeError`` exception will be raised.
-    Input array data types are limited by supported DPNP :ref:`Data types`.
+        Otherwise, a zero-dimensional array with the total number of non-zero
+        values in the array is returned.
 
     See Also
     --------
@@ -179,11 +192,13 @@ 
Source code for dpnp.dpnp_iface_counting
 
     """
 
-    # TODO: might be improved by implementing an extension
-    # with `count_nonzero` kernel
     usm_a = dpnp.get_usm_ndarray(a)
-    usm_a = dpt.astype(usm_a, dpnp.bool, copy=False)
-    return dpnp.sum(usm_a, axis=axis, dtype=dpnp.intp, keepdims=keepdims)

+    usm_out = None if out is None else dpnp.get_usm_ndarray(out)
+
+    usm_res = dpt.count_nonzero(
+        usm_a, axis=axis, keepdims=keepdims, out=usm_out
+    )
+    return dpnp.get_result_array(usm_res, out)

 
 

 
diff --git a/_modules/dpnp/dpnp_iface_histograms.html b/_modules/dpnp/dpnp_iface_histograms.html
index b42ffd143b5..d783a29409e 100644
--- a/_modules/dpnp/dpnp_iface_histograms.html
+++ b/_modules/dpnp/dpnp_iface_histograms.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_histograms — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_histograms — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_indexing.html b/_modules/dpnp/dpnp_iface_indexing.html
index f607cc3b2c5..9a94426bc44 100644
--- a/_modules/dpnp/dpnp_iface_indexing.html
+++ b/_modules/dpnp/dpnp_iface_indexing.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_indexing — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_libmath.html b/_modules/dpnp/dpnp_iface_libmath.html
index f8f9f7db54e..a7dd1275b9f 100644
--- a/_modules/dpnp/dpnp_iface_libmath.html
+++ b/_modules/dpnp/dpnp_iface_libmath.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_libmath — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_linearalgebra.html b/_modules/dpnp/dpnp_iface_linearalgebra.html
index ea5b8183e02..d4d87ab07b6 100644
--- a/_modules/dpnp/dpnp_iface_linearalgebra.html
+++ b/_modules/dpnp/dpnp_iface_linearalgebra.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_linearalgebra — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_logic.html b/_modules/dpnp/dpnp_iface_logic.html
index 9f8288e5250..680ddde98e5 100644
--- a/_modules/dpnp/dpnp_iface_logic.html
+++ b/_modules/dpnp/dpnp_iface_logic.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_logic — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
@@ -141,7 +141,6 @@ 
Source code for dpnp.dpnp_iface_logic
 
 import dpnp
 from dpnp.dpnp_algo.dpnp_elementwise_common import DPNPBinaryFunc, DPNPUnaryFunc
-from dpnp.dpnp_array import dpnp_array
 
 __all__ = [
     "all",
@@ -259,13 +258,11 @@ 
Source code for dpnp.dpnp_iface_logic
 
     dpnp.check_limitations(where=where)
 
-    dpt_array = dpnp.get_usm_ndarray(a)
-    result = dpnp_array._create_from_usm_ndarray(
-        dpt.all(dpt_array, axis=axis, keepdims=keepdims)
-    )
+    usm_a = dpnp.get_usm_ndarray(a)
+    usm_res = dpt.all(usm_a, axis=axis, keepdims=keepdims)
+
     # TODO: temporary solution until dpt.all supports out parameter
-    result = dpnp.get_result_array(result, out)
-    return result

+    return dpnp.get_result_array(usm_res, out)

 
 
 
@@ -431,13 +428,11 @@ 
Source code for dpnp.dpnp_iface_logic
 
     dpnp.check_limitations(where=where)
 
-    dpt_array = dpnp.get_usm_ndarray(a)
-    result = dpnp_array._create_from_usm_ndarray(
-        dpt.any(dpt_array, axis=axis, keepdims=keepdims)
-    )
+    usm_a = dpnp.get_usm_ndarray(a)
+    usm_res = dpt.any(usm_a, axis=axis, keepdims=keepdims)
+
     # TODO: temporary solution until dpt.any supports out parameter
-    result = dpnp.get_result_array(result, out)
-    return result

+    return dpnp.get_result_array(usm_res, out)

 
 
 
diff --git a/_modules/dpnp/dpnp_iface_manipulation.html b/_modules/dpnp/dpnp_iface_manipulation.html
index 39f56227c4b..a99fe9594aa 100644
--- a/_modules/dpnp/dpnp_iface_manipulation.html
+++ b/_modules/dpnp/dpnp_iface_manipulation.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_manipulation — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_mathematical.html b/_modules/dpnp/dpnp_iface_mathematical.html
index aedae6c9a12..415d1cc7189 100644
--- a/_modules/dpnp/dpnp_iface_mathematical.html
+++ b/_modules/dpnp/dpnp_iface_mathematical.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_mathematical — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_nanfunctions.html b/_modules/dpnp/dpnp_iface_nanfunctions.html
index 3f9b3530c09..1ee0fce7e8f 100644
--- a/_modules/dpnp/dpnp_iface_nanfunctions.html
+++ b/_modules/dpnp/dpnp_iface_nanfunctions.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_nanfunctions — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_searching.html b/_modules/dpnp/dpnp_iface_searching.html
index 6690d8e8f98..e7e72d89533 100644
--- a/_modules/dpnp/dpnp_iface_searching.html
+++ b/_modules/dpnp/dpnp_iface_searching.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_searching — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
@@ -492,10 +492,8 @@ 
Source code for dpnp.dpnp_iface_searching
     usm_condition = dpnp.get_usm_ndarray(condition)
 
     usm_out = None if out is None else dpnp.get_usm_ndarray(out)
-    result = dpnp_array._create_from_usm_ndarray(
-        dpt.where(usm_condition, usm_x, usm_y, order=order, out=usm_out)
-    )
-    return dpnp.get_result_array(result, out)

+    usm_res = dpt.where(usm_condition, usm_x, usm_y, order=order, out=usm_out)
+    return dpnp.get_result_array(usm_res, out)

 
 

 
diff --git a/_modules/dpnp/dpnp_iface_sorting.html b/_modules/dpnp/dpnp_iface_sorting.html
index ced22202e67..90d9b39e204 100644
--- a/_modules/dpnp/dpnp_iface_sorting.html
+++ b/_modules/dpnp/dpnp_iface_sorting.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_sorting — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/_modules/dpnp/dpnp_iface_statistics.html b/_modules/dpnp/dpnp_iface_statistics.html
index ecb206f389c..0f3430db174 100644
--- a/_modules/dpnp/dpnp_iface_statistics.html
+++ b/_modules/dpnp/dpnp_iface_statistics.html
@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_statistics — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
+        
         
         
     
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
@@ -727,13 +727,12 @@ 
Source code for dpnp.dpnp_iface_statistics
 
     dpnp.check_limitations(where=where)
 
-    dpt_array = dpnp.get_usm_ndarray(a)
-    result = dpnp_array._create_from_usm_ndarray(
-        dpt.mean(dpt_array, axis=axis, keepdims=keepdims)
-    )
-    result = result.astype(dtype) if dtype is not None else result
+    usm_a = dpnp.get_usm_ndarray(a)
+    usm_res = dpt.mean(usm_a, axis=axis, keepdims=keepdims)
+    if dtype is not None:
+        usm_res = dpt.astype(usm_res, dtype)
 
-    return dpnp.get_result_array(result, out, casting="same_kind")

+    return dpnp.get_result_array(usm_res, out, casting="same_kind")

 
 
 
@@ -1029,11 +1028,9 @@ 
Source code for dpnp.dpnp_iface_statistics
         )
         dpnp.sqrt(result, out=result)
     else:
-        dpt_array = dpnp.get_usm_ndarray(a)
-        result = dpnp_array._create_from_usm_ndarray(
-            dpt.std(dpt_array, axis=axis, correction=ddof, keepdims=keepdims)
-        )
-        result = dpnp.get_result_array(result, out)
+        usm_a = dpnp.get_usm_ndarray(a)
+        usm_res = dpt.std(usm_a, axis=axis, correction=ddof, keepdims=keepdims)
+        result = dpnp.get_result_array(usm_res, out)
 
     if dtype is not None and out is None:
         result = result.astype(dtype, casting="same_kind")
@@ -1156,11 +1153,9 @@ 
Source code for dpnp.dpnp_iface_statistics
 
         dpnp.divide(result, cnt, out=result)
     else:
-        dpt_array = dpnp.get_usm_ndarray(a)
-        result = dpnp_array._create_from_usm_ndarray(
-            dpt.var(dpt_array, axis=axis, correction=ddof, keepdims=keepdims)
-        )
-        result = dpnp.get_result_array(result, out)
+        usm_a = dpnp.get_usm_ndarray(a)
+        usm_res = dpt.var(usm_a, axis=axis, correction=ddof, keepdims=keepdims)
+        result = dpnp.get_result_array(usm_res, out)
 
     if out is None and dtype is not None:
         result = result.astype(dtype, casting="same_kind")
diff --git a/_modules/dpnp/dpnp_iface_trigonometric.html b/_modules/dpnp/dpnp_iface_trigonometric.html
index 46c4ea93658..917be904842 100644
--- a/_modules/dpnp/dpnp_iface_trigonometric.html
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@@ -12,7 +12,7 @@
     
     
   
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+  dpnp.dpnp_iface_trigonometric — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
-        
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index b9292ea5e03..fcd1519421d 100644
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@@ -12,7 +12,7 @@
     
     
   
-  dpnp.dpnp_iface_types — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.dpnp_iface_types — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
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+                0.16.0dev0+99.gcb56101780
               

 

   
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index 207bffc2be0..7b9910e1192 100644
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-  dpnp.fft.dpnp_iface_fft — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -23,7 +23,7 @@
   
         
         
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+  dpnp.linalg.dpnp_iface_linalg — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
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-                0.16.0dev0+98.gd2c623b084
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diff --git a/_modules/dpnp/random/dpnp_iface_random.html b/_modules/dpnp/random/dpnp_iface_random.html
index 3aabae5bf3c..72c584d90a6 100644
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@@ -12,7 +12,7 @@
     
     
   
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@@ -23,7 +23,7 @@
   
         
         
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diff --git a/_modules/dpnp/random/dpnp_random_state.html b/_modules/dpnp/random/dpnp_random_state.html
index 32dd1c12e56..7c336c35c67 100644
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@@ -12,7 +12,7 @@
     
     
   
-  dpnp.random.dpnp_random_state — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.random.dpnp_random_state — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -23,7 +23,7 @@
   
         
         
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diff --git a/_modules/index.html b/_modules/index.html
index 8bf86053815..e9f9692c462 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -12,7 +12,7 @@
     
     
   
-  Overview: module code — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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diff --git a/dpctl.html b/dpctl.html
index 8db737eae0f..96a2b66f378 100644
--- a/dpctl.html
+++ b/dpctl.html
@@ -13,7 +13,7 @@
     
     
   
-  Interplay with the Data Parallel Control Library — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  Interplay with the Data Parallel Control Library — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
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index e7003031e46..46dc5e80de7 100644
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-  C++ backend API Reference — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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diff --git a/genindex.html b/genindex.html
index 0a13efa38d7..46bb46aee1e 100644
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index f572fdbdcf8..fcb4fbbd0ff 100644
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diff --git a/overview.html b/overview.html
index 412f8457730..db15005678e 100644
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@@ -13,7 +13,7 @@
     
     
   
-  Overview — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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index 631e42b844e..61f22823f52 100644
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@@ -23,7 +23,7 @@
   
         
         
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@@ -46,7 +46,7 @@
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diff --git a/quick_start_guide.html b/quick_start_guide.html
index 74ea4e6011f..487d911864a 100644
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@@ -24,7 +24,7 @@
   
         
         
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index d1fddb98db8..5f655aa5bc0 100644
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@@ -24,7 +24,7 @@
   
         
         
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diff --git a/reference/comparison.html b/reference/comparison.html
index 790348dfde9..acc9f3bada8 100644
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@@ -24,7 +24,7 @@
   
         
         
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-                0.16.0dev0+98.gd2c623b084
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@@ -112,7 +112,7 @@
 
Comparison Table NumPy/ DPNP/ CuPy

 
Here is a list of NumPy and CuPy APIs and its corresponding DPNP implementations.

 
- in DPNP column means that DPNP implementation is not provided yet.

-
NumPy(v1.23.5) / DPNP(v0.16.0dev0+98.gd2c623b084) / CuPy(v9.6.0) APIs

+
NumPy(v1.23.5) / DPNP(v0.16.0dev0+99.gcb56101780) / CuPy(v9.6.0) APIs

 

 
Summary

 
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@@ -24,7 +24,7 @@
   
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.absolute.html b/reference/generated/dpnp.absolute.html
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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diff --git a/reference/generated/dpnp.any.html b/reference/generated/dpnp.any.html
index 3b2222059c3..401423dbc02 100644
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index 0a06c74eaa6..f34e9f17f15 100644
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diff --git a/reference/generated/dpnp.arccos.html b/reference/generated/dpnp.arccos.html
index 4dc5d5ecb28..61009eba496 100644
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diff --git a/reference/generated/dpnp.arccosh.html b/reference/generated/dpnp.arccosh.html
index 2e71ee5af53..778cbe12e13 100644
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index 9c83aaf24b3..27c689aa4cd 100644
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index e370b86d812..342c6400346 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.arctan.html b/reference/generated/dpnp.arctan.html
index e8b482bdcc9..15ffc5a8401 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.arctan2.html b/reference/generated/dpnp.arctan2.html
index 4030628e215..97f32bdecfe 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.arctanh.html b/reference/generated/dpnp.arctanh.html
index 699fb6f30ee..99b1d4ec619 100644
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.argmax.html b/reference/generated/dpnp.argmax.html
index 01768b2a2e7..2711150185d 100644
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-  dpnp.argmax — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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             Data Parallel Extension for NumPy
           
               

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-  dpnp.argmin — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.argsort.html b/reference/generated/dpnp.argsort.html
index 17577a261d0..61a19ec274b 100644
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-  dpnp.argsort — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.around.html b/reference/generated/dpnp.around.html
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-  dpnp.around — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.array.html b/reference/generated/dpnp.array.html
index a7f77bc0298..2e2dd77e51a 100644
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-  dpnp.array — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.array_equal.html b/reference/generated/dpnp.array_equal.html
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-  dpnp.array_equal — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.asanyarray.html b/reference/generated/dpnp.asanyarray.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.asnumpy.html b/reference/generated/dpnp.asnumpy.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.bitwise_or.html b/reference/generated/dpnp.bitwise_or.html
index eff50df597f..9685cb16216 100644
--- a/reference/generated/dpnp.bitwise_or.html
+++ b/reference/generated/dpnp.bitwise_or.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.bitwise_or — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.bitwise_or — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.bitwise_xor.html b/reference/generated/dpnp.bitwise_xor.html
index 71065a7a0f2..3a3c4a10f7c 100644
--- a/reference/generated/dpnp.bitwise_xor.html
+++ b/reference/generated/dpnp.bitwise_xor.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.bitwise_xor — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.bitwise_xor — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.broadcast_arrays.html b/reference/generated/dpnp.broadcast_arrays.html
index 94a0732c968..6c28adc30bb 100644
--- a/reference/generated/dpnp.broadcast_arrays.html
+++ b/reference/generated/dpnp.broadcast_arrays.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.broadcast_arrays — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.broadcast_arrays — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.broadcast_to.html b/reference/generated/dpnp.broadcast_to.html
index 6426a92167b..a97b7d75d40 100644
--- a/reference/generated/dpnp.broadcast_to.html
+++ b/reference/generated/dpnp.broadcast_to.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.broadcast_to — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.broadcast_to — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.can_cast.html b/reference/generated/dpnp.can_cast.html
index 92f22b9c510..5724728bdd4 100644
--- a/reference/generated/dpnp.can_cast.html
+++ b/reference/generated/dpnp.can_cast.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.can_cast — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.can_cast — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cbrt.html b/reference/generated/dpnp.cbrt.html
index 5a1580d358c..bf892968d56 100644
--- a/reference/generated/dpnp.cbrt.html
+++ b/reference/generated/dpnp.cbrt.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cbrt — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cbrt — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.ceil.html b/reference/generated/dpnp.ceil.html
index d734e79701e..895af56071e 100644
--- a/reference/generated/dpnp.ceil.html
+++ b/reference/generated/dpnp.ceil.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.ceil — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.ceil — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.choose.html b/reference/generated/dpnp.choose.html
index e811b84213c..a72705ed000 100644
--- a/reference/generated/dpnp.choose.html
+++ b/reference/generated/dpnp.choose.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.choose — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.choose — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.clip.html b/reference/generated/dpnp.clip.html
index 7f61517be83..362f6e766a0 100644
--- a/reference/generated/dpnp.clip.html
+++ b/reference/generated/dpnp.clip.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.clip — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.clip — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.column_stack.html b/reference/generated/dpnp.column_stack.html
index a417d6e8a92..f17843fd200 100644
--- a/reference/generated/dpnp.column_stack.html
+++ b/reference/generated/dpnp.column_stack.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.column_stack — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.column_stack — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.concatenate.html b/reference/generated/dpnp.concatenate.html
index 5278e9e3c09..e10851ea9c0 100644
--- a/reference/generated/dpnp.concatenate.html
+++ b/reference/generated/dpnp.concatenate.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.concatenate — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.concatenate — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.conj.html b/reference/generated/dpnp.conj.html
index aff2bd5f7ba..ab21f76bc83 100644
--- a/reference/generated/dpnp.conj.html
+++ b/reference/generated/dpnp.conj.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.conj — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.conj — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.conjugate.html b/reference/generated/dpnp.conjugate.html
index 8e159396fe5..34e00103b70 100644
--- a/reference/generated/dpnp.conjugate.html
+++ b/reference/generated/dpnp.conjugate.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.conjugate — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.conjugate — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.convolve.html b/reference/generated/dpnp.convolve.html
index b8109beb5fb..cc6b9fef4f0 100644
--- a/reference/generated/dpnp.convolve.html
+++ b/reference/generated/dpnp.convolve.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.convolve — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.convolve — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.copy.html b/reference/generated/dpnp.copy.html
index a5defa9ae77..6a0148651b3 100644
--- a/reference/generated/dpnp.copy.html
+++ b/reference/generated/dpnp.copy.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.copy — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.copy — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.copysign.html b/reference/generated/dpnp.copysign.html
index 9fdba6d679c..812552ec225 100644
--- a/reference/generated/dpnp.copysign.html
+++ b/reference/generated/dpnp.copysign.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.copysign — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.copysign — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.copyto.html b/reference/generated/dpnp.copyto.html
index 25dcb6ba0a7..deb55a9f4e6 100644
--- a/reference/generated/dpnp.copyto.html
+++ b/reference/generated/dpnp.copyto.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.copyto — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.copyto — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.correlate.html b/reference/generated/dpnp.correlate.html
index 96434532969..89e09bf3c2e 100644
--- a/reference/generated/dpnp.correlate.html
+++ b/reference/generated/dpnp.correlate.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.correlate — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.correlate — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cos.html b/reference/generated/dpnp.cos.html
index ff65985d618..c1ecc479684 100644
--- a/reference/generated/dpnp.cos.html
+++ b/reference/generated/dpnp.cos.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cos — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cos — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cosh.html b/reference/generated/dpnp.cosh.html
index d86e16145a4..eada83fbc9a 100644
--- a/reference/generated/dpnp.cosh.html
+++ b/reference/generated/dpnp.cosh.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cosh — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cosh — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.count_nonzero.html b/reference/generated/dpnp.count_nonzero.html
index 8956fef0ded..f9cb7922480 100644
--- a/reference/generated/dpnp.count_nonzero.html
+++ b/reference/generated/dpnp.count_nonzero.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.count_nonzero — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.count_nonzero — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
@@ -125,24 +125,36 @@
 
dpnp.count_nonzero

 

 

-dpnp.count_nonzero(a, axis=None, *, keepdims=False)[source]

+dpnp.count_nonzero(a, axis=None, *, keepdims=False, out=None)[source]
 
Counts the number of non-zero values in the array a.

 
For full documentation refer to numpy.count_nonzero.

 

-
Returns:

-
out -- Number of non-zero values in the array along a given axis.
-Otherwise, a zero-dimensional array with the total number of
-non-zero values in the array is returned.

+
Parameters:

+
    
+
  • a ({dpnp.ndarray, usm_ndarray}) -- The array for which to count non-zeros.
    • 
+
  • axis ({None, int, tuple}, optional) -- Axis or tuple of axes along which to count non-zeros.
+Default value means that non-zeros will be counted along a flattened
+version of a.
+Default: None.
    • 
+
  • keepdims (bool, optional) -- If this is set to True, the axes that are counted are left in the
+result as dimensions with size one. With this option, the result will
+broadcast correctly against the input array.
+Default: False.
    • 
+
  • out ({None, dpnp.ndarray, usm_ndarray}, optional) -- The array into which the result is written. The data type of out must
+match the expected shape and the expected data type of the result.
+If None then a new array is returned.
+Default: None.
    • 
+

+

+
Returns:

+
out -- Number of non-zero values in the array along a given axis.
+Otherwise, a zero-dimensional array with the total number of non-zero
+values in the array is returned.

 

-
Return type:

-
dpnp.ndarray

+
Return type:

+
dpnp.ndarray

 

 

-
Limitations

-
Parameters a is supported as either dpnp.ndarray
-or dpctl.tensor.usm_ndarray.
-Otherwise TypeError exception will be raised.
-Input array data types are limited by supported DPNP Available array data types.

 

 
See also

 

diff --git a/reference/generated/dpnp.cov.html b/reference/generated/dpnp.cov.html
index 137eaeaf9cf..0bcf2a77752 100644
--- a/reference/generated/dpnp.cov.html
+++ b/reference/generated/dpnp.cov.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cov — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cov — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cross.html b/reference/generated/dpnp.cross.html
index 52e774e39f0..8dd7fd0ddf2 100644
--- a/reference/generated/dpnp.cross.html
+++ b/reference/generated/dpnp.cross.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cross — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cross — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cumlogsumexp.html b/reference/generated/dpnp.cumlogsumexp.html
index 7b0eeea01df..ffbc6ff9ebe 100644
--- a/reference/generated/dpnp.cumlogsumexp.html
+++ b/reference/generated/dpnp.cumlogsumexp.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cumlogsumexp — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cumlogsumexp — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cumprod.html b/reference/generated/dpnp.cumprod.html
index 4d3bde7b156..0191bc6c513 100644
--- a/reference/generated/dpnp.cumprod.html
+++ b/reference/generated/dpnp.cumprod.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cumprod — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cumprod — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.cumsum.html b/reference/generated/dpnp.cumsum.html
index 211d4122a87..da8088597a2 100644
--- a/reference/generated/dpnp.cumsum.html
+++ b/reference/generated/dpnp.cumsum.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.cumsum — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.cumsum — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
+                0.16.0dev0+99.gcb56101780
               

 

   
diff --git a/reference/generated/dpnp.deg2rad.html b/reference/generated/dpnp.deg2rad.html
index 45989874879..2ee740d790a 100644
--- a/reference/generated/dpnp.deg2rad.html
+++ b/reference/generated/dpnp.deg2rad.html
@@ -13,7 +13,7 @@
     
     
   
-  dpnp.deg2rad — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
+  dpnp.deg2rad — Data Parallel Extension for NumPy 0.16.0dev0+99.gcb56101780 documentation
       
       
 
@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.degrees.html b/reference/generated/dpnp.degrees.html
index e434cbc7aa0..88e68063457 100644
--- a/reference/generated/dpnp.degrees.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.degrees — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.diag.html b/reference/generated/dpnp.diag.html
index 79ec97cc8d5..875371a3c93 100644
--- a/reference/generated/dpnp.diag.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diag — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.diag_indices.html b/reference/generated/dpnp.diag_indices.html
index 4a29dee173e..45a12ff4a1b 100644
--- a/reference/generated/dpnp.diag_indices.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diag_indices — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.diag_indices_from.html b/reference/generated/dpnp.diag_indices_from.html
index ea95c895f2c..f4a0ead55e7 100644
--- a/reference/generated/dpnp.diag_indices_from.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diag_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.diagflat.html b/reference/generated/dpnp.diagflat.html
index d23b8ef6c44..98503fbdb0e 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diagflat — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.diagonal.html b/reference/generated/dpnp.diagonal.html
index d92acb2c5c9..af7098feb01 100644
--- a/reference/generated/dpnp.diagonal.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diagonal — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.diff.html b/reference/generated/dpnp.diff.html
index d0b32d099e7..dc2c5dbffa6 100644
--- a/reference/generated/dpnp.diff.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.diff — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.digitize.html b/reference/generated/dpnp.digitize.html
index 2a1e29c13a0..aa4edfb9905 100644
--- a/reference/generated/dpnp.digitize.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.digitize — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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index c0a210eaf4a..3fa30651aac 100644
--- a/reference/generated/dpnp.divide.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.divide — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.dot.html b/reference/generated/dpnp.dot.html
index 8d312200bbd..3a2aac015d2 100644
--- a/reference/generated/dpnp.dot.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dot — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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index 7e71ef03220..7d6984149a0 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dpnp_array.dpnp_array — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.dstack.html b/reference/generated/dpnp.dstack.html
index cbc2becb126..a044dde6df3 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dstack — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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index 15e3f664fc7..b8dafeaa68f 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.dtype — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.ediff1d.html b/reference/generated/dpnp.ediff1d.html
index 806b80ab969..900b2126b24 100644
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@@ -13,7 +13,7 @@
     
     
   
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.einsum.html b/reference/generated/dpnp.einsum.html
index 8ee3498a595..3125f52bd72 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.einsum — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.einsum_path.html b/reference/generated/dpnp.einsum_path.html
index 67b1798e27b..6c81adff3a1 100644
--- a/reference/generated/dpnp.einsum_path.html
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-  dpnp.einsum_path — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.empty.html b/reference/generated/dpnp.empty.html
index e4d14a1aca9..58491d9fad8 100644
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-  dpnp.empty — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.equal.html b/reference/generated/dpnp.equal.html
index 69f1d5f6b3f..b110105fb9a 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.exp.html b/reference/generated/dpnp.exp.html
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.eye.html b/reference/generated/dpnp.eye.html
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.fft.fft.html b/reference/generated/dpnp.fft.fft.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.fft.fft2.html b/reference/generated/dpnp.fft.fft2.html
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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index 138afea9b04..72c2b2ceb31 100644
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@@ -24,7 +24,7 @@
   
         
         
-        
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index 81ef53c0e21..d4497034603 100644
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@@ -24,7 +24,7 @@
   
         
         
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index aa3e08b7360..ecfcc3b03fe 100644
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@@ -24,7 +24,7 @@
   
         
         
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index d55bb18eeeb..6d40a6c7652 100644
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@@ -24,7 +24,7 @@
   
         
         
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index 3345a87e7ea..19cc6ac8a17 100644
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@@ -24,7 +24,7 @@
   
         
         
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index d22bda75a9e..af5661e41af 100644
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@@ -24,7 +24,7 @@
   
         
         
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index e6759ca9e06..02e97102517 100644
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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index cbbb5bc7ee1..c05833eab67 100644
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index 2f8e39aa3b8..32f8b10fc97 100644
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diff --git a/reference/generated/dpnp.nanargmin.html b/reference/generated/dpnp.nanargmin.html
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diff --git a/reference/generated/dpnp.nancumprod.html b/reference/generated/dpnp.nancumprod.html
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diff --git a/reference/generated/dpnp.nancumsum.html b/reference/generated/dpnp.nancumsum.html
index 265b00225ad..3202c51a868 100644
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index 2704de5c733..db23e2c4a19 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.nonzero.html b/reference/generated/dpnp.nonzero.html
index 43eb64de5ef..0c4c988b8b3 100644
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diff --git a/reference/generated/dpnp.not_equal.html b/reference/generated/dpnp.not_equal.html
index 343373ae1c5..7bb086bf0ff 100644
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diff --git a/reference/generated/dpnp.ogrid.html b/reference/generated/dpnp.ogrid.html
index 5d0461051a1..888568801de 100644
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diff --git a/reference/generated/dpnp.ones.html b/reference/generated/dpnp.ones.html
index 23223f53549..904f5de3c92 100644
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@@ -24,7 +24,7 @@
   
         
         
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-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.ones_like.html b/reference/generated/dpnp.ones_like.html
index d384bb3bd2a..66e43a4afa8 100644
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@@ -24,7 +24,7 @@
   
         
         
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index 454fe323bfb..6309795f705 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.partition.html b/reference/generated/dpnp.partition.html
index 1475642bf47..1b6b66704f7 100644
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@@ -24,7 +24,7 @@
   
         
         
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diff --git a/reference/generated/dpnp.place.html b/reference/generated/dpnp.place.html
index f6220736d1e..c344a036e5d 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.positive.html b/reference/generated/dpnp.positive.html
index f0cac2d9c55..d077fc7f967 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.prod.html b/reference/generated/dpnp.prod.html
index 30d51008311..ea1c2a7df04 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.ptp.html b/reference/generated/dpnp.ptp.html
index 92da32a69df..3f4e2851365 100644
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.put.html b/reference/generated/dpnp.put.html
index 44527ed02f6..8ee86f43027 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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index 33af060e0b3..12112bbe418 100644
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diff --git a/reference/generated/dpnp.random.standard_exponential.html b/reference/generated/dpnp.random.standard_exponential.html
index e9b1ff098cb..8875968f966 100644
--- a/reference/generated/dpnp.random.standard_exponential.html
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@@ -13,7 +13,7 @@
     
     
   
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@@ -24,7 +24,7 @@
   
         
         
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index 6568e1a1453..caf1b5e1a82 100644
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@@ -24,7 +24,7 @@
   
         
         
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diff --git a/reference/generated/dpnp.random.standard_normal.html b/reference/generated/dpnp.random.standard_normal.html
index 98f0fde5231..43ed2b180fb 100644
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@@ -24,7 +24,7 @@
   
         
         
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diff --git a/reference/generated/dpnp.random.standard_t.html b/reference/generated/dpnp.random.standard_t.html
index 491bc444bf6..55ddcf66cdb 100644
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@@ -13,7 +13,7 @@
     
     
   
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-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.random.triangular.html b/reference/generated/dpnp.random.triangular.html
index b119587405a..db12751ee47 100644
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@@ -24,7 +24,7 @@
   
         
         
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-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.random.uniform.html b/reference/generated/dpnp.random.uniform.html
index 7b931726459..e46fcabdd72 100644
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@@ -13,7 +13,7 @@
     
     
   
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.random.vonmises.html b/reference/generated/dpnp.random.vonmises.html
index f7720f1a804..42556c9621b 100644
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@@ -13,7 +13,7 @@
     
     
   
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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index 9b422acda7a..24cc4c60528 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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index 81d43d8a9bb..e4ce67e024d 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.random.zipf.html b/reference/generated/dpnp.random.zipf.html
index b8f69db2652..4cd334aa8e7 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.ravel.html b/reference/generated/dpnp.ravel.html
index 268d54b20ab..a89daad6293 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.real.html b/reference/generated/dpnp.real.html
index ee9cfc4fdb0..4c8413b54e8 100644
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.reduce_hypot.html b/reference/generated/dpnp.reduce_hypot.html
index 657132df722..31b73702972 100644
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.right_shift.html b/reference/generated/dpnp.right_shift.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.roll.html b/reference/generated/dpnp.roll.html
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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-  dpnp.rollaxis — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.select.html b/reference/generated/dpnp.select.html
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             Data Parallel Extension for NumPy
           
               

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             Data Parallel Extension for NumPy
           
               

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diff --git a/reference/generated/dpnp.signbit.html b/reference/generated/dpnp.signbit.html
index 1333724b039..adf67a0147c 100644
--- a/reference/generated/dpnp.signbit.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.signbit — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.sin.html b/reference/generated/dpnp.sin.html
index 5093755e043..4f4723e3ad6 100644
--- a/reference/generated/dpnp.sin.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sin — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.sinh.html b/reference/generated/dpnp.sinh.html
index ec860601e33..3f7b77b2518 100644
--- a/reference/generated/dpnp.sinh.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sinh — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.sort.html b/reference/generated/dpnp.sort.html
index a996841bd27..62b5ade921a 100644
--- a/reference/generated/dpnp.sort.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sort — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.sort_complex.html b/reference/generated/dpnp.sort_complex.html
index 7d6c88ad658..9e7a77e4b16 100644
--- a/reference/generated/dpnp.sort_complex.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sort_complex — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.sqrt.html b/reference/generated/dpnp.sqrt.html
index f9a405ebfbd..ebd9ff0e724 100644
--- a/reference/generated/dpnp.sqrt.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sqrt — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.square.html b/reference/generated/dpnp.square.html
index 895690ff3f5..8946c6be4bb 100644
--- a/reference/generated/dpnp.square.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.square — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.squeeze.html b/reference/generated/dpnp.squeeze.html
index 25e3b6e5fed..b2e53308050 100644
--- a/reference/generated/dpnp.squeeze.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.squeeze — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.stack.html b/reference/generated/dpnp.stack.html
index 735c9ec2a98..68b6c3f1ea9 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.stack — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.std.html b/reference/generated/dpnp.std.html
index c5363b587d0..f07743542b7 100644
--- a/reference/generated/dpnp.std.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.std — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
+        
         
         
     
@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.subtract.html b/reference/generated/dpnp.subtract.html
index 0d6230afcdd..951b07d3694 100644
--- a/reference/generated/dpnp.subtract.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.subtract — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.sum.html b/reference/generated/dpnp.sum.html
index 1524db53f46..09d625b90a3 100644
--- a/reference/generated/dpnp.sum.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.sum — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.swapaxes.html b/reference/generated/dpnp.swapaxes.html
index 92eedca2c33..42aef7416e9 100644
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.swapaxes — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.take.html b/reference/generated/dpnp.take.html
index 73a589c98dd..cc82e7feeef 100644
--- a/reference/generated/dpnp.take.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.take — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.take_along_axis.html b/reference/generated/dpnp.take_along_axis.html
index dd3bb78d912..e3e20ec3045 100644
--- a/reference/generated/dpnp.take_along_axis.html
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-  dpnp.take_along_axis — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tan.html b/reference/generated/dpnp.tan.html
index 2753f072877..4fbcb12c65c 100644
--- a/reference/generated/dpnp.tan.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tan — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tanh.html b/reference/generated/dpnp.tanh.html
index a4ce3d5afc2..cdeefcd4e0d 100644
--- a/reference/generated/dpnp.tanh.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.tanh — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tensordot.html b/reference/generated/dpnp.tensordot.html
index 842b69c6c59..f3c5505cc49 100644
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-  dpnp.tensordot — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tile.html b/reference/generated/dpnp.tile.html
index 7bb3105de76..b6b16751305 100644
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-  dpnp.tile — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.trace.html b/reference/generated/dpnp.trace.html
index 87bb970d42f..45e4b09e695 100644
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-  dpnp.trace — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.transpose.html b/reference/generated/dpnp.transpose.html
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-  dpnp.transpose — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tri.html b/reference/generated/dpnp.tri.html
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-  dpnp.tri — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tril.html b/reference/generated/dpnp.tril.html
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-  dpnp.tril — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tril_indices.html b/reference/generated/dpnp.tril_indices.html
index 92b07c1eee9..55415c8b58c 100644
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-  dpnp.tril_indices — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.tril_indices_from.html b/reference/generated/dpnp.tril_indices_from.html
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-  dpnp.tril_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.trim_zeros.html b/reference/generated/dpnp.trim_zeros.html
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-  dpnp.trim_zeros — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.triu.html b/reference/generated/dpnp.triu.html
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-  dpnp.triu — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
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             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.triu_indices.html b/reference/generated/dpnp.triu_indices.html
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-  dpnp.triu_indices — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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diff --git a/reference/generated/dpnp.triu_indices_from.html b/reference/generated/dpnp.triu_indices_from.html
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--- a/reference/generated/dpnp.triu_indices_from.html
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@@ -13,7 +13,7 @@
     
     
   
-  dpnp.triu_indices_from — Data Parallel Extension for NumPy 0.16.0dev0+98.gd2c623b084 documentation
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@@ -24,7 +24,7 @@
   
         
         
-        
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@@ -46,7 +46,7 @@
             Data Parallel Extension for NumPy
           
               

-                0.16.0dev0+98.gd2c623b084
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104, 116, 118, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 148, 149, 151, 152, 154, 158, 159, 160, 161, 162, 169, 170, 171, 172, 176, 177, 178, 180, 182, 183, 186, 187, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 209, 213, 215, 216, 219, 222, 223, 227, 229, 284, 289, 297, 316, 328, 329, 330, 331, 332, 333, 334, 335, 338, 339, 341, 346, 347, 348, 350, 367, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 397, 399, 401, 405, 406, 411, 415, 416, 417, 418, 421, 422, 426, 428, 429, 431, 432, 433, 434, 436, 437, 439, 441, 443, 445, 446, 449, 453, 454, 455], "AND": [14, 46, 47, 48, 49, 154, 200, 201, 202, 203], "And": [4, 39, 40, 77, 85, 284, 439, 443], "Be": 175, "Being": 3, "But": [4, 87], "By": [28, 29, 40, 70, 85, 107, 113, 140, 180, 192, 204, 207, 208, 210, 214, 220, 221, 224, 225, 226, 227, 228, 229, 230, 284, 397, 402, 407, 425, 429, 437, 439, 441, 443, 450], "For": [0, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 297, 298, 299, 311, 313, 321, 326, 328, 329, 330, 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467, 471], "Then": [10, 36, 38, 206], "There": [10, 192], "These": [4, 87, 89, 90, 97, 206, 218, 344, 430, 439, 443, 463, 467], "To": [4, 107, 113, 330, 448], "With": [28, 29, 44, 184, 208, 214, 220, 221, 227, 229, 340, 427], "_": [0, 146, 424], "__array_interface__": 87, "__bool__": 463, "__dlpack__": 132, "__dlpack_device__": 132, "__eq__": [85, 87, 122, 348], "__ge__": [85, 87, 122, 348], "__getitem__": [85, 87, 122], "__gt__": [85, 87, 122, 348], "__iter__": 122, "__le__": [85, 87, 122, 348], "__len__": [85, 87], "__lt__": [85, 87, 122, 348], "__main__": 0, "__name__": 0, "__ne__": [85, 87, 122, 348], "__next__": 122, "__setitem__": [85, 122], "__sycl_usm_array_interface__": 37, "_dtypes_list": 0, "a1": 33, "a2": 33, "a_": 10, "a_k": 10, "a_m": 10, "a_max": 56, "a_min": 56, "a_resamp": 113, "ab": [6, 10, 12, 15, 155], "abc": 89, "abcd": 90, "about": [36, 38, 85, 121, 175, 295, 463], "abov": [3, 71, 76, 79, 152, 186, 205, 400, 437, 438, 442], "absolut": [6, 11, 15, 18, 101, 155, 187, 228, 230, 341, 425, 448, 450], "accept": [30, 89, 348, 419, 439, 443], "access": [10, 77, 78, 120, 206, 439, 443, 463], "accord": [14, 19, 44, 52, 87, 121, 175, 176, 177, 178, 205, 210, 225, 228, 230, 400, 405, 425, 450], "accordingli": [224, 226], "account": 403, "accumul": [71, 72, 73, 89, 145, 222, 223, 227, 229, 340, 427, 435], "accur": [87, 98, 142, 196, 198], "accuraci": 113, "achiev": 89, "across": [80, 146, 222, 223, 227, 229], "activ": 4, "actual": [87, 145, 146, 172, 183], "ad": [15, 87, 90, 97, 113, 155, 174, 187, 199, 448, 467], "add": [6, 87], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [71, 172, 225], "address": 87, "adjac": 448, "advanc": 89, "advers": 89, "advis": 4, "affect": [20, 80, 89, 120, 145, 146], "after": [86, 120, 329, 367, 407], "ag": 87, "against": [15, 28, 29, 50, 51, 56, 141, 155, 184, 185, 208, 214, 220, 221, 227, 229, 340, 344, 427, 430], "ai": [3, 344, 430], "ai_max": 430, "ai_min": 430, "ainv": [179, 190], "al": 10, "algebra": [456, 467], "algorithm": [10, 89, 90, 116], "alia": [10, 16, 17, 83, 102, 107, 108, 112, 113, 116, 121, 216, 231, 348, 378, 381, 383, 401, 410, 445, 452], "alias": [9, 107, 113], "align": 87, "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 75, 81, 85, 86, 87, 89, 90, 95, 96, 98, 100, 106, 111, 120, 124, 125, 126, 133, 134, 136, 140, 142, 147, 149, 172, 182, 185, 192, 204, 208, 214, 220, 221, 224, 226, 284, 287, 294, 307, 340, 350, 407, 410, 423, 427, 452, 463, 471], "allclos": [6, 33, 155, 179, 185, 186, 188, 189, 191], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 161, 162, 192, 193, 204, 205, 206, 210, 213, 225, 228, 230, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 389, 392, 400, 423, 425, 437, 439, 443, 449, 450, 454, 455], "allow": [40, 85, 89, 145, 146, 199, 206, 284, 313, 429, 463], "alltru": 6, "almost": [175, 439], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 73, 76, 77, 79, 80, 81, 85, 86, 88, 99, 102, 106, 107, 108, 112, 113, 116, 120, 124, 125, 126, 129, 130, 135, 140, 142, 147, 152, 184, 186, 190, 191, 192, 204, 205, 208, 209, 210, 211, 212, 214, 215, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 281, 282, 283, 290, 291, 301, 303, 308, 309, 320, 322, 324, 325, 327, 337, 340, 342, 343, 344, 400, 402, 407, 408, 410, 419, 424, 425, 427, 429, 430, 433, 434, 435, 439, 440, 443, 444, 448, 450, 452, 463], "alpha": [349, 354, 355, 371, 374], "alreadi": [4, 10, 35, 41, 42, 43, 335], "also": [3, 10, 13, 15, 18, 20, 26, 46, 48, 49, 63, 83, 87, 89, 93, 97, 116, 128, 129, 130, 131, 135, 137, 142, 143, 144, 145, 148, 155, 169, 170, 171, 172, 198, 199, 206, 209, 215, 216, 218, 219, 330, 331, 339, 386, 401, 405, 426, 429, 445, 463], "alter": 80, "altern": [3, 4, 14, 19, 72, 73, 84, 85, 207, 208, 210, 214, 222, 223, 225, 227, 228, 229, 230, 326, 340, 425, 427, 450], "although": [18, 87, 111, 434], "alwai": [4, 10, 30, 34, 40, 80, 85, 101, 176, 178, 228, 230, 284, 330, 403, 420, 425, 450], "amax": [6, 208], "ambigu": 463, "amin": [6, 214], "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 66, 67, 71, 72, 73, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 104, 107, 108, 112, 113, 116, 118, 120, 121, 123, 124, 125, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 164, 169, 170, 171, 174, 177, 180, 182, 183, 184, 186, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 210, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 238, 283, 284, 285, 286, 289, 299, 301, 307, 309, 312, 313, 316, 318, 319, 323, 324, 326, 328, 330, 331, 332, 333, 334, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 348, 350, 355, 356, 358, 367, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 442, 443, 444, 445, 446, 447, 448, 449, 450, 452, 453, 454, 455, 463, 471], "anaconda": [3, 4], "analog": [107, 112], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 74, 75, 346, 347, 448, 471], "ani": [3, 6, 14, 15, 30, 32, 34, 35, 36, 37, 38, 40, 50, 51, 62, 76, 79, 81, 85, 87, 89, 90, 120, 138, 139, 140, 142, 146, 147, 157, 164, 165, 181, 191, 192, 204, 206, 224, 226, 284, 348, 392, 419, 449, 463], "anoth": [4, 64, 85, 99, 132, 289, 309, 337, 343, 408], "answer": 350, "anti": [80, 120], "anyth": 87, "ap": 180, "api": [0, 2, 3, 6, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 87, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455], "appear": [97, 125, 126], "append": [0, 6, 81, 90, 97, 108, 169], "appli": [28, 29, 30, 44, 52, 89, 404, 433], "applic": [10, 87], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 108], "appropri": [4, 28, 29, 102, 107, 108, 112, 113, 116, 141, 191, 220, 221, 224, 226, 348, 376, 379, 429, 463], "approxim": 121, "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 80, 81, 83, 84, 85, 87, 88, 89, 90, 93, 94, 95, 96, 97, 98, 100, 101, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 123, 124, 125, 126, 127, 128, 129, 130, 131, 135, 140, 142, 143, 144, 145, 146, 148, 153, 154, 155, 158, 159, 160, 169, 170, 171, 172, 175, 176, 177, 178, 180, 181, 182, 183, 184, 185, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 284, 306, 307, 328, 329, 330, 331, 336, 337, 338, 339, 340, 341, 344, 345, 346, 347, 348, 349, 350, 352, 355, 356, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 370, 371, 373, 374, 376, 379, 380, 382, 388, 390, 391, 392, 393, 394, 395, 396, 397, 399, 400, 401, 405, 406, 407, 409, 410, 411, 412, 413, 415, 416, 417, 419, 421, 422, 424, 425, 426, 427, 429, 431, 432, 433, 435, 440, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 463], "arang": [0, 6, 13, 28, 29, 41, 42, 43, 44, 45, 56, 63, 75, 76, 77, 78, 80, 83, 84, 85, 89, 93, 95, 96, 98, 99, 102, 123, 124, 131, 139, 140, 142, 145, 152, 153, 168, 184, 192, 195, 196, 200, 201, 202, 203, 204, 206, 207, 208, 212, 214, 216, 219, 292, 331, 334, 337, 339, 343, 347, 372, 401, 404, 407, 426, 433, 435, 439, 440, 443, 444, 445, 453, 455], "arbitrari": [39, 84, 87, 89, 153, 207, 404, 439, 443], "arbitrarili": 89, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 417], "arcsinh": [6, 22, 23, 27, 418], "arctan": [6, 18, 21, 23, 26, 27, 431], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 432], "arg": [50, 348], "arg1": [166, 167], "arg2": [166, 167], "argmax": [0, 6, 29, 85, 220, 344, 430, 463], "argmin": [6, 28, 85, 221, 430, 463], "argpartit": [6, 30, 344, 430, 463], "argsort": [6, 85, 344, 412, 419, 430, 436, 463], "argument": [0, 10, 11, 12, 13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 52, 53, 54, 56, 58, 63, 66, 67, 74, 75, 83, 84, 85, 87, 88, 90, 94, 95, 96, 98, 127, 128, 129, 130, 131, 148, 151, 154, 165, 166, 167, 169, 183, 184, 195, 196, 197, 198, 199, 206, 207, 209, 215, 216, 217, 219, 313, 326, 328, 329, 338, 339, 341, 343, 346, 347, 399, 401, 404, 405, 406, 411, 415, 416, 417, 418, 424, 426, 431, 432, 433, 445, 446, 463], "argwher": [6, 330], "ari": [41, 42, 43], "arithmet": [44, 140, 210, 211, 225, 228, 230, 338, 425, 427, 450, 456, 467], "around": [6, 85, 140, 343, 409], "arr": [78, 87, 146, 345, 372, 440, 444], "arr2": 87, "arr_t": [40, 85, 284], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 232, 238, 281, 282, 283, 284, 285, 286, 289, 292, 293, 294, 295, 297, 298, 299, 300, 302, 304, 305, 307, 309, 310, 311, 312, 313, 314, 316, 317, 318, 319, 320, 321, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 367, 370, 371, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 467], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 76, 79, 99, 138, 139, 140, 157, 164, 192, 204, 337, 343, 344, 348, 414, 429, 433, 449], "array_of_diagon": 80, "array_repr": 6, "array_split": [6, 58], "array_str": 6, "arrays_and_dtyp": 404, "art": 10, "asanyarrai": [6, 35, 38], "asarrai": [4, 6, 34, 36, 38, 39], "asarray_chkfinit": [6, 34, 35], "ascend": [176, 178, 412], "ascii": 87, "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "asnumpi": 85, "aspect": 87, "assembl": [58, 86, 147, 410, 424, 452], "assign": [85, 294, 439, 443], "associ": [44, 145, 146, 463], "assum": [10, 44, 90, 107, 113, 182, 185, 189, 206], "astyp": [6, 85, 140, 330], "atleast_1d": [6, 42, 43, 97], "atleast_2d": [6, 41, 43, 97], "atleast_3d": [6, 41, 42, 97], "atol": [15, 155], "attain": 0, "attempt": [84, 183], "attribut": [85, 87, 92, 121, 139, 150, 186, 334, 455, 456], "automat": [145, 146], "avail": [2, 3, 4, 10, 65, 68, 69, 87, 88, 94, 211, 217, 220, 221, 224, 226, 227, 456, 463], "averag": [6, 85, 210, 225, 302, 427, 467], "avg": 44, "avoid": [42, 43, 107, 113], "aweight": 69, "ax": [14, 19, 28, 29, 44, 71, 81, 84, 85, 89, 97, 103, 105, 106, 109, 110, 111, 114, 115, 117, 119, 124, 142, 153, 184, 188, 190, 191, 205, 207, 208, 210, 214, 218, 220, 221, 224, 225, 226, 227, 228, 229, 230, 316, 323, 326, 335, 340, 400, 407, 408, 423, 425, 427, 428, 433, 434, 435, 436, 450], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 73, 80, 81, 85, 86, 88, 89, 97, 99, 102, 106, 107, 108, 112, 113, 116, 124, 125, 126, 129, 130, 135, 140, 142, 147, 152, 180, 184, 192, 204, 205, 207, 208, 209, 210, 211, 214, 215, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 279, 280, 281, 282, 283, 290, 291, 297, 301, 302, 303, 307, 308, 309, 312, 318, 319, 320, 322, 324, 326, 327, 336, 337, 340, 342, 343, 344, 397, 400, 402, 403, 407, 408, 410, 419, 423, 424, 425, 427, 428, 429, 430, 433, 434, 435, 436, 448, 450, 452, 463], "axis1": [80, 85, 292, 323, 325, 428, 435], "axis2": [80, 85, 292, 323, 325, 428, 435], "axisa": 70, "axisb": 70, "axisc": 70, "axiserror": [30, 419], "b": [10, 13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 73, 84, 85, 86, 87, 88, 89, 90, 93, 133, 134, 143, 144, 147, 153, 155, 168, 170, 171, 174, 180, 183, 184, 185, 187, 188, 189, 190, 191, 200, 202, 207, 208, 214, 329, 331, 335, 339, 349, 404, 410, 424, 433, 434, 441, 451, 452], "back": [85, 135, 297, 397, 403, 408, 441], "backend": [2, 141, 351, 353, 354, 364, 369, 385], "backward": [10, 40, 85, 102, 107, 108, 112, 113, 116, 142, 284, 407, 408], "bad": 360, "bartlett": 6, "base": [0, 4, 87, 89, 96, 99, 140, 145, 146, 189, 194, 195, 196, 197, 198, 199, 204, 205, 207, 337, 339, 343, 345], "base_repr": 6, "basic": [52, 89, 463, 467], "batch": [103, 105, 109, 110, 114, 115, 117, 119], "bc": [174, 187], "bcde": 90, "becaus": [10, 14, 19, 107, 113, 448, 463], "becom": [10, 85, 145, 326], "been": [86, 344, 408, 430], "befor": [4, 30, 58, 71, 85, 108, 125, 126, 191, 205, 208, 214, 228, 230, 307, 318, 340, 400, 407, 408, 419, 425, 427, 434, 450, 451], "begin": [90, 140, 192, 204], "behav": [193, 343], "behavior": [85, 289, 434], "behind": [85, 307], "being": [3, 87, 129, 130, 209, 215], "belong": [82, 145], "below": [0, 4, 9, 76, 79, 87, 113, 182, 437, 438, 442, 448, 463], "best": 90, "beta": [6, 359], "between": [15, 20, 52, 81, 88, 121, 134, 137, 142, 153, 155, 192, 204, 365, 379, 426, 448], "beyond": [4, 407], "bia": 69, "big": 87, "bin": [82, 102, 104, 118, 145, 146, 386], "bin_edg": [145, 146], "binari": [46, 48, 49, 133, 134, 136, 137, 456, 467], "binary_repr": 6, "bincount": [6, 82, 145], "binomi": [6, 367], "bins_0": 146, "bins_1": 146, "bit": [46, 47, 48, 49, 87, 121, 150, 154, 169, 200, 202, 203, 227, 229, 405, 416, 467], "bitwis": [46, 48, 49], "bitwise_and": [6, 47, 48, 49, 154, 200], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 154, 202], "bitwise_xor": [6, 46, 47, 48, 154, 203], "biufcmmosuv": 87, "blackman": 6, "block": [6, 58, 86, 120, 147, 168, 410, 424, 452], "bmat": 6, "bool": [9, 14, 15, 19, 28, 29, 32, 37, 40, 44, 52, 64, 71, 82, 85, 87, 90, 93, 120, 140, 143, 144, 145, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 170, 171, 172, 182, 184, 185, 189, 192, 204, 205, 208, 210, 212, 214, 220, 221, 224, 225, 226, 227, 228, 229, 230, 284, 330, 331, 340, 400, 403, 416, 425, 427, 429, 449, 450, 463], "bool_": 9, "boolean": [46, 47, 48, 49, 64, 71, 87, 99, 152, 154, 155, 158, 159, 160, 161, 162, 163, 200, 202, 205, 206, 210, 225, 227, 228, 230, 330, 337, 400, 403, 425, 429, 450], "both": [10, 13, 15, 26, 44, 46, 48, 49, 56, 63, 70, 83, 84, 93, 116, 128, 129, 130, 131, 143, 144, 148, 153, 155, 168, 169, 170, 171, 184, 198, 199, 200, 202, 203, 207, 209, 215, 216, 219, 229, 329, 331, 339, 401, 405, 426, 433, 435, 439, 441, 443, 445, 451, 453], "bound": [343, 412, 429], "boundari": [142, 343], "briefli": 463, "broadcast": [13, 14, 19, 28, 29, 44, 50, 51, 56, 64, 83, 89, 99, 129, 130, 148, 161, 162, 184, 185, 203, 205, 207, 208, 209, 210, 214, 215, 219, 220, 221, 225, 227, 228, 229, 230, 339, 340, 343, 344, 400, 402, 425, 426, 427, 430, 434, 445, 450, 453], "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 434], "brought": 10, "buffer": [37, 72, 73, 85, 133, 134, 136, 137, 193, 208, 214, 222, 223, 403], "buffer_lik": 133, "build": 467, "build_loc": 4, "built": 87, "busday_count": 6, "busday_offset": 6, "byte": [6, 40, 85, 87, 89, 133, 134, 193, 284, 300, 304], "byte_bound": 6, "byteord": 87, "byteswap": 6, "bz2": 193, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 40, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 70, 74, 75, 83, 84, 85, 87, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 127, 128, 129, 130, 131, 138, 139, 141, 143, 144, 148, 151, 153, 154, 158, 159, 160, 168, 169, 170, 171, 174, 180, 183, 184, 187, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 207, 209, 215, 216, 219, 284, 289, 297, 310, 328, 329, 330, 331, 333, 334, 338, 339, 341, 346, 347, 397, 399, 401, 403, 405, 406, 411, 415, 416, 417, 418, 421, 422, 426, 431, 432, 433, 434, 445, 446, 453, 454, 455], "c_contigu": [36, 38, 85, 289], "ca": 61, "calcul": [10, 11, 12, 13, 18, 26, 44, 71, 73, 81, 83, 88, 89, 93, 95, 96, 98, 102, 111, 127, 128, 131, 142, 146, 148, 175, 176, 177, 178, 180, 185, 196, 198, 199, 205, 207, 210, 216, 219, 225, 228, 230, 331, 339, 340, 400, 401, 425, 426, 445, 450, 451, 456], "call": [10, 18, 28, 29, 30, 36, 38, 87, 108, 113, 116, 135, 175, 177, 183, 206, 238, 330, 423, 429, 434, 471], "callabl": [135, 206], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 26, 30, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 52, 62, 63, 70, 76, 77, 79, 80, 83, 84, 85, 87, 89, 90, 91, 92, 93, 100, 102, 104, 108, 113, 118, 120, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 147, 148, 149, 152, 153, 154, 155, 157, 164, 165, 168, 169, 170, 171, 172, 179, 180, 181, 191, 192, 193, 198, 199, 200, 202, 203, 204, 206, 207, 209, 213, 215, 216, 219, 227, 229, 284, 318, 328, 329, 330, 331, 332, 333, 334, 338, 339, 344, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 401, 403, 405, 419, 426, 429, 430, 433, 435, 437, 439, 443, 444, 445, 449, 451, 453, 454, 455, 463], "can_cast": [6, 467], "cannot": [58, 85, 220, 221, 316, 423, 424], "capabl": [20, 32, 34, 35, 36, 38, 44, 101, 140, 192, 204, 207], "care": [20, 175], "cartesian": 212, "case": [4, 14, 19, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 73, 76, 79, 81, 90, 91, 92, 100, 104, 107, 112, 116, 118, 133, 134, 135, 136, 138, 139, 140, 142, 149, 175, 186, 189, 192, 193, 199, 204, 213, 222, 223, 227, 229, 332, 333, 334, 340, 403, 427, 433, 437, 448, 449, 454, 455, 463], "cast": [14, 19, 40, 52, 58, 64, 71, 72, 73, 85, 89, 147, 175, 205, 207, 210, 222, 223, 225, 227, 228, 229, 230, 284, 340, 400, 410, 424, 425, 427, 450, 452], "cat": [350, 367], "cauchi": 386, "cbrt": [6, 421], "cdef": 90, "cdot": 433, "cdoubl": 9, "ceil": [6, 31, 127, 128, 406, 409, 446], "center": [104, 106, 111, 118], "central": [142, 368, 369], "certain": [87, 206], "cfloat": 9, "ch": 10, "chain": [84, 85, 89, 90], "chang": [40, 62, 70, 85, 87, 89, 99, 222, 223, 284, 297, 321, 326, 328, 337, 338, 343, 344, 345, 397, 403, 408, 448, 467], "char": 87, "charact": [87, 134], "check": [14, 19, 34, 35, 52, 107, 157, 164, 172, 185, 188], "check_valid": 366, "chi": [352, 368], "chisquar": 6, "choic": [6, 55, 85, 176, 178, 285], "choicelist": 413, "choleski": 6, "choos": [6, 18, 25, 85, 90, 453, 463], "chosen": [145, 453], "circ": 471, "circl": 187, "clamp": [343, 429], "clariti": 120, "class": [3, 85, 87, 88, 122, 133, 134, 135, 137, 152, 193, 348, 376, 437, 467], "classic": 89, "clear": [87, 463], "clip": [6, 85, 343, 429, 463], "close": [21, 22, 23, 25, 39, 40, 85, 89, 97, 192, 284, 348, 376, 406, 409], "closer": 446, "cloud": 3, "cmake": 4, "co": [6, 21, 67, 177, 417, 431], "code": [37, 87, 166], "coeffici": [180, 188, 191], "coerc": [37, 133, 134, 135, 136, 137, 193], "coin": 350, "col": 152, "collaps": [85, 297], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 73, 80, 85, 86, 100, 120, 125, 126, 142, 147, 149, 175, 176, 180, 183, 186, 189, 284, 397, 410, 424, 437, 439, 443, 449, 452], "column_stack": [6, 58, 86, 147, 410, 424, 452], "com": 4, "combin": [0, 87, 97, 142], "combinatori": 90, "comma": [87, 89], "command": 4, "common": [108, 330, 433], "common_typ": 6, "compani": [350, 367], "compar": [15, 93, 129, 130, 146, 155, 209, 215], "compare_chararrai": 6, "comparison": [2, 93, 143, 144, 170, 171, 331, 456, 467], "compat": [3, 10, 14, 19, 40, 44, 85, 205, 210, 224, 225, 226, 228, 230, 284, 400, 403, 425, 450, 467], "compil": [4, 87, 141], "complement": 448, "complementari": [128, 448], "complet": [3, 4, 90, 134, 135, 186, 408, 463], "complex": [9, 10, 11, 12, 18, 25, 26, 52, 71, 84, 85, 87, 90, 94, 101, 102, 108, 112, 113, 116, 121, 129, 130, 151, 156, 157, 163, 164, 175, 176, 177, 178, 186, 187, 189, 205, 207, 209, 215, 228, 230, 287, 288, 341, 398, 400, 420, 425, 450, 451, 463, 467], "complex128": [9, 10, 44, 103, 105, 109, 110, 114, 115, 117, 119, 404], "complex64": [9, 10, 44], "compliant": 85, "complic": 89, "compon": [10, 106, 111, 118, 121, 151, 398], "compos": 63, "composit": [168, 427], "compress": [6, 99, 429, 463], "comput": [4, 10, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 53, 59, 60, 66, 67, 71, 72, 73, 81, 82, 89, 95, 96, 97, 98, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 119, 127, 142, 143, 144, 145, 146, 151, 152, 154, 168, 170, 171, 173, 174, 175, 176, 177, 178, 179, 183, 184, 185, 186, 187, 189, 190, 191, 194, 195, 196, 197, 200, 201, 202, 203, 205, 207, 210, 211, 216, 222, 223, 224, 225, 226, 227, 228, 229, 230, 328, 338, 341, 398, 399, 400, 401, 406, 409, 411, 415, 416, 417, 418, 421, 425, 427, 431, 432, 433, 439, 443, 450], "compute_uv": [173, 189], "concaten": [6, 57, 86, 147, 410, 424, 430, 452], "concept": [20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455, 463], "cond": [6, 179], "condit": [40, 84, 85, 99, 173, 179, 183, 284, 330, 337, 343, 345, 413, 453], "condlist": 413, "confus": 131, "conj": [6, 60, 85, 107, 151, 172, 175, 341], "conjug": [6, 10, 59, 84, 85, 113, 116, 151, 172, 175, 176, 177, 178, 207, 287, 341, 451], "consecut": [81, 88, 142], "conserv": 212, "consid": [15, 20, 32, 34, 35, 36, 38, 90, 118, 140, 155, 158, 176, 178, 182, 192, 204, 207, 348, 376], "consist": [33, 134, 146, 191, 192, 430, 433], "constant": [9, 87, 142], "constraint": 44, "construct": [34, 35, 55, 76, 79, 80, 85, 87, 100, 133, 134, 135, 136, 137, 149, 193, 213, 285, 332, 434, 435, 453, 456], "constructor": 463, "consum": [85, 304], "contain": [10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 70, 71, 80, 83, 85, 87, 93, 95, 96, 98, 104, 113, 116, 118, 123, 127, 128, 129, 130, 131, 132, 137, 141, 142, 143, 144, 145, 146, 148, 151, 152, 154, 169, 170, 171, 176, 186, 189, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 209, 210, 215, 216, 219, 220, 221, 224, 225, 226, 228, 230, 313, 328, 330, 331, 338, 339, 341, 348, 398, 399, 400, 401, 405, 406, 409, 411, 415, 416, 417, 418, 421, 422, 425, 426, 431, 432, 436, 439, 440, 443, 444, 445, 446, 450, 463], "content": [36, 85, 385], "context": 10, "contigu": [34, 35, 36, 38, 84, 85, 89, 183, 310, 397, 403], "continu": [348, 380], "contourf": 212, "contract": [89, 90, 433], "contrast": 343, "contribut": [10, 44, 145, 146], "control": [4, 40, 52, 58, 64, 85, 89, 147, 207, 284, 410, 424, 452], "conveni": [85, 326, 348], "convent": [84, 89, 90, 102, 107, 108, 112, 113, 116, 153, 191, 207, 335, 433], "convers": [40, 85, 89, 284, 456], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 74, 75, 76, 79, 87, 90, 97, 138, 139, 140, 157, 164, 192, 204, 346, 347, 448, 449], "convolut": [10, 61, 65], "convolv": [6, 65], "coolei": 10, "coordin": [68, 135, 142, 152, 212], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 76, 77, 79, 80, 85, 87, 91, 92, 99, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 212, 213, 238, 284, 297, 299, 307, 313, 316, 332, 333, 334, 336, 337, 338, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 389, 392, 403, 412, 419, 423, 437, 438, 439, 442, 443, 449, 454, 455, 463], "copysign": [6, 328, 338], "copyto": [6, 85, 99, 289, 337], "core": [3, 87, 89, 463], "corrcoef": [6, 69], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 58, 59, 60, 63, 66, 67, 74, 75, 83, 93, 95, 96, 98, 101, 107, 113, 127, 128, 129, 130, 131, 143, 144, 148, 151, 154, 158, 159, 160, 169, 170, 171, 188, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 209, 215, 216, 219, 328, 329, 331, 338, 339, 341, 346, 347, 399, 401, 405, 406, 409, 411, 415, 416, 417, 418, 421, 422, 424, 426, 431, 432, 445, 446], "correctli": [18, 25, 28, 29, 184, 208, 214, 220, 221, 227, 229, 330, 340, 427], "correl": [6, 467], "correspond": [6, 10, 20, 28, 29, 32, 34, 35, 36, 37, 38, 40, 56, 58, 62, 74, 75, 76, 77, 79, 80, 85, 91, 92, 100, 104, 107, 113, 116, 118, 133, 134, 135, 136, 137, 138, 139, 140, 142, 149, 152, 175, 176, 192, 193, 204, 206, 207, 213, 284, 293, 332, 333, 334, 346, 347, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 407, 414, 425, 433, 436, 437, 439, 443, 449, 450, 454, 455, 463], "correspondingli": 10, "cosh": [6, 22, 66, 418, 432], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 417, 418, 431, 432], "cost": [89, 90], "costli": 90, "could": [85, 107, 113, 318], "count": [14, 19, 45, 68, 82, 87, 90, 124, 133, 134, 136, 137, 142, 145, 146, 330, 340, 350, 427, 456, 467], "count_nonzero": [6, 330], "counterpart": [10, 107, 113, 463], "cov": [6, 366], "covari": 69, "cover": [439, 443, 467], "cpu": [4, 20, 32, 34, 35, 36, 38, 62, 65, 69, 76, 79, 88, 91, 92, 94, 100, 103, 104, 105, 109, 110, 114, 115, 117, 118, 119, 133, 134, 135, 136, 138, 139, 140, 149, 192, 193, 204, 211, 213, 217, 227, 332, 333, 334, 437, 449, 454, 455], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 78, 79, 80, 85, 87, 90, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 284, 289, 332, 333, 334, 344, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 435, 437, 439, 440, 443, 444, 449, 454, 455, 463, 467], "creation": [87, 90, 456, 463, 467], "crop": [102, 107, 108, 112, 113, 116], "cross": [6, 65], "csingl": 9, "ct": 10, "cube": [53, 421], "cubic": 90, "cumprod": [6, 85, 222, 463], "cumproduct": 6, "cumsum": [6, 81, 85, 223, 427, 463], "cumul": [71, 72, 73, 81, 85, 222, 223, 290, 291, 427], "cupi": [2, 456], "current": [10, 11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 74, 75, 83, 87, 88, 90, 95, 96, 98, 127, 128, 129, 130, 131, 134, 146, 148, 149, 154, 169, 195, 196, 197, 198, 199, 209, 215, 216, 217, 219, 328, 329, 338, 339, 341, 346, 347, 399, 401, 405, 406, 411, 415, 416, 417, 418, 426, 431, 432, 445, 446], "custom": 463, "customarili": 10, "cut": 180, "cutoff": 185, "cycl": [104, 118], "cyclic": 343, "cython": 4, "d": [0, 14, 19, 20, 44, 57, 58, 72, 73, 76, 77, 78, 79, 80, 84, 85, 86, 87, 100, 103, 104, 105, 106, 109, 110, 111, 114, 115, 117, 118, 119, 120, 123, 125, 126, 137, 147, 149, 153, 174, 176, 177, 183, 184, 187, 207, 212, 222, 223, 229, 297, 330, 339, 340, 343, 353, 397, 403, 410, 412, 414, 424, 427, 429, 433, 434, 435, 441, 449, 452, 463], "d0": [348, 375, 377], "d1": [348, 377], "d3": 77, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 71, 74, 75, 76, 79, 82, 83, 84, 85, 87, 88, 89, 91, 92, 93, 94, 95, 96, 98, 100, 101, 103, 105, 107, 109, 110, 113, 114, 115, 117, 119, 121, 123, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 154, 155, 157, 158, 159, 160, 161, 162, 164, 169, 170, 171, 180, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 207, 209, 210, 211, 215, 216, 217, 219, 220, 221, 224, 225, 226, 227, 228, 230, 284, 313, 326, 328, 329, 331, 333, 334, 337, 338, 339, 341, 343, 344, 346, 347, 348, 349, 350, 352, 355, 356, 357, 358, 359, 360, 361, 362, 363, 367, 370, 371, 373, 374, 375, 376, 377, 378, 380, 381, 382, 383, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 410, 411, 412, 415, 416, 417, 418, 421, 422, 423, 424, 425, 426, 430, 431, 432, 435, 437, 445, 446, 450, 452, 453, 454, 455, 456, 467], "datatyp": [87, 182], "date": 4, "datetim": 87, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [69, 85, 228, 230, 320, 327, 425, 450], "decai": 361, "decim": [31, 85, 121, 314, 406, 409], "decomposit": [172, 179, 182, 185, 189, 467], "decompress": 193, "decreas": 82, "decreasingli": 10, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 116, 118, 120, 124, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 151, 152, 154, 155, 158, 159, 160, 161, 162, 169, 170, 171, 172, 173, 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448, 450], "demonstr": [0, 4, 87], "dens": [152, 213], "densiti": 145, "depend": [4, 80, 101, 107, 113, 176, 180, 186, 188, 189, 192, 227, 229, 413, 453], "deprec": 6, "deprecate_with_doc": 6, "depth": [57, 58, 86, 147, 410, 424, 452], "deriv": 142, "descend": 189, "descr": 87, "describ": [71, 87, 205, 400, 467], "descript": [71, 87, 145, 205, 400, 463], "design": 10, "desir": [20, 32, 34, 35, 36, 38, 39, 51, 91, 92, 100, 108, 138, 139, 140, 149, 192, 204, 333, 334, 434, 437, 454, 455], "destin": [58, 147, 218, 343, 344, 410, 424, 430, 452], "det": [6, 187], "detail": [31, 132, 409, 439, 440, 443, 444, 463], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 53, 63, 66, 67, 74, 75, 83, 95, 96, 98, 128, 129, 130, 131, 134, 135, 137, 148, 167, 169, 174, 180, 186, 187, 194, 195, 196, 197, 198, 199, 207, 209, 215, 216, 219, 329, 339, 346, 347, 399, 401, 405, 411, 415, 417, 418, 421, 422, 426, 431, 432, 435, 445, 446], "devel": 4, "develop": [3, 4], "deviat": [85, 210, 225, 228, 230, 320, 348, 363, 370, 425, 450], "devic": [0, 2, 3, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 101, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 205, 206, 207, 210, 213, 225, 228, 230, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 400, 423, 425, 437, 439, 443, 449, 450, 454, 455], "df": [352, 368, 390, 391], "dfden": [356, 369], "dfnum": [356, 369], "dft": [10, 102, 107, 108, 112, 113, 116], "di": [77, 78], "diag": [6, 79, 80, 89, 100, 125, 126, 149, 175, 177, 189, 435], "diag_indic": [6, 78, 120], "diag_indices_from": [6, 77, 120], "diagflat": [6, 76, 80, 435], "diagon": [6, 76, 77, 78, 79, 85, 89, 100, 120, 149, 172, 176, 177, 178, 206, 325, 435, 437, 438, 439, 440, 442, 443, 444, 463], "dice": 365, "dictionari": 87, "diff": [6, 73, 88, 142, 145], "differ": [3, 10, 15, 20, 32, 34, 35, 36, 38, 44, 62, 71, 73, 76, 79, 81, 85, 87, 88, 91, 92, 100, 104, 108, 111, 118, 121, 125, 126, 133, 134, 135, 136, 138, 139, 140, 142, 149, 155, 178, 192, 193, 204, 205, 207, 213, 289, 332, 333, 334, 337, 339, 344, 400, 426, 430, 437, 439, 443, 448, 449, 454, 455, 467], "digit": [6, 10, 121, 145], "dim": 15, "dimens": [14, 19, 28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 69, 70, 77, 80, 81, 85, 87, 97, 125, 126, 142, 147, 152, 153, 182, 184, 186, 205, 208, 210, 212, 213, 214, 218, 220, 221, 224, 225, 226, 227, 228, 229, 230, 297, 305, 316, 330, 332, 340, 344, 348, 378, 380, 381, 383, 400, 403, 414, 423, 424, 425, 427, 428, 429, 430, 434, 435, 439, 440, 443, 444, 450, 463, 467], "dimension": [2, 4, 30, 61, 65, 68, 71, 77, 78, 79, 80, 81, 82, 85, 89, 102, 103, 105, 107, 108, 109, 110, 113, 114, 115, 116, 117, 119, 120, 133, 134, 136, 142, 152, 180, 186, 190, 191, 205, 208, 212, 213, 214, 220, 221, 224, 226, 228, 230, 319, 332, 335, 340, 400, 419, 425, 427, 429, 434, 450, 451, 456], "direct": [10, 70, 81, 102, 107, 108, 112, 113, 116, 125, 126, 142, 329], "directli": [87, 135, 152, 204, 330, 430], "directori": 141, "dirichlet": 6, "discard": 446, "discont": 448, "discontinu": 448, "discret": [3, 10, 61, 65, 73, 81, 88, 102, 103, 104, 108, 109, 110, 113, 114, 115, 116, 117, 118, 119, 142, 348, 456], "disp": 6, "dispers": 393, "displac": [85, 321], "distanc": 142, "distinct": [129, 130, 209, 215], "distinguish": 87, "distribut": [3, 4, 204, 348, 349, 350, 352, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 376, 377, 379, 380, 382, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 467], "divid": [6, 86, 128, 131, 216, 401, 445], "divis": [83, 128, 131, 216, 339, 401, 445, 446], "divisor": [228, 230, 425, 450], "divmod": [6, 463], "dlpack": 132, "dmlc": 132, "dn": [348, 375, 377], "do": [3, 4, 87, 206, 350, 408], "docstr": 463, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 297, 298, 299, 301, 302, 303, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 318, 319, 320, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 385, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 447, 448, 449, 450, 451, 452, 453, 454, 455, 463], "doe": [20, 52, 99, 101, 116, 129, 130, 186, 222, 223, 337, 429], "domain": [10, 107, 112], "done": [3, 40, 85, 89, 191, 284, 448], "dot": [6, 85, 89, 90, 153, 172, 177, 179, 183, 185, 186, 188, 189, 190, 191, 207, 433, 451], "doubl": [9, 361, 433], "down": 126, "dp": [83, 174, 176, 187, 188, 339, 403, 404, 414, 426, 445], "dpcpp": 4, "dpcpp_linux": 4, "dpcpp_win": 4, "dpctl": [0, 4, 20, 32, 34, 35, 36, 37, 38, 40, 62, 68, 76, 77, 79, 85, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 220, 221, 224, 226, 227, 284, 332, 333, 334, 342, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455], "dpnp": [0, 2, 3, 4, 10, 456, 463, 467, 468, 471], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 40, 62, 76, 77, 79, 91, 92, 100, 104, 118, 121, 132, 133, 134, 135, 136, 137, 138, 139, 140, 149, 150, 152, 192, 193, 204, 206, 213, 231, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455, 456], "dpnp_iface_arraycr": [213, 332], "draw": [348, 349, 350, 352, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 376, 382, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395], "drawn": [348, 349, 350, 352, 355, 356, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 370, 371, 373, 374, 376, 379, 382, 388, 389, 390, 391, 392, 393, 394, 395, 396, 413], "drill": [350, 367], "driver": 2, "drop": [3, 87], "dsplit": [6, 58, 86], "dst": 64, "dstack": [6, 57, 58, 147, 410, 424, 452], "dt": 87, "dt2": 87, "dtype": [0, 9, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 52, 53, 54, 58, 59, 60, 63, 66, 67, 69, 71, 72, 73, 74, 75, 77, 83, 85, 89, 91, 92, 93, 95, 96, 98, 100, 101, 102, 107, 108, 112, 113, 116, 120, 121, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 148, 149, 150, 151, 152, 154, 158, 159, 160, 161, 162, 169, 170, 171, 183, 189, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 207, 208, 209, 210, 214, 215, 216, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 284, 290, 291, 302, 308, 320, 322, 325, 327, 328, 329, 331, 333, 334, 338, 339, 340, 341, 346, 347, 348, 370, 376, 392, 399, 400, 401, 404, 405, 406, 409, 410, 411, 415, 416, 417, 418, 420, 421, 422, 424, 425, 426, 427, 429, 431, 432, 435, 437, 438, 442, 445, 446, 450, 452, 454, 455, 463], "due": 116, "dump": 6, "dx": 142, "dy": 142, "dz": 142, "e": [9, 10, 22, 24, 71, 72, 80, 87, 91, 92, 97, 100, 107, 113, 116, 134, 138, 139, 142, 149, 169, 175, 187, 190, 194, 333, 334, 348, 402, 428, 437, 454, 455], "ea": 90, "each": [0, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 63, 66, 67, 72, 73, 77, 80, 82, 83, 85, 87, 90, 93, 95, 96, 98, 107, 113, 125, 126, 127, 128, 131, 135, 142, 143, 144, 145, 146, 151, 154, 158, 159, 160, 169, 170, 171, 175, 176, 177, 178, 180, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 207, 216, 218, 219, 314, 316, 328, 330, 331, 338, 339, 341, 344, 350, 367, 398, 399, 401, 402, 405, 406, 407, 409, 411, 415, 416, 417, 418, 421, 422, 424, 426, 430, 431, 432, 434, 439, 440, 443, 444, 445, 446, 463], "easier": 429, "easiest": 4, "easili": [0, 146], "edg": [56, 82, 145, 146], "edge_ord": 142, "ediff1d": [6, 81, 142], "effect": [90, 129, 130, 209, 215, 339, 448], "effici": [10, 102, 116, 134, 182, 185, 189], "efgh": 90, "eig": [6, 176, 177, 178], "eigenvalu": [175, 176, 177, 178, 467], "eigenvector": [175, 176, 177, 178], "eigh": [6, 175, 177, 178], "eigval": [6, 175, 176, 178], "eigvalsh": [6, 175, 176, 177], "einstein": [84, 89, 90, 153, 191, 207, 335, 433], "einsum": [6, 84, 90, 153, 191, 207, 335, 433], "einsum_path": [6, 89], "either": [38, 44, 68, 71, 80, 87, 103, 105, 107, 109, 110, 113, 114, 115, 117, 119, 120, 142, 153, 176, 178, 184, 186, 205, 220, 221, 224, 226, 227, 229, 400, 412, 430], "element": [4, 10, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 44, 45, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 71, 72, 73, 78, 80, 81, 82, 83, 85, 87, 88, 90, 93, 95, 96, 98, 99, 100, 101, 116, 120, 123, 124, 125, 126, 127, 128, 129, 130, 131, 137, 142, 143, 144, 145, 146, 148, 149, 151, 152, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 169, 170, 171, 172, 177, 181, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 212, 214, 215, 216, 217, 219, 222, 223, 224, 226, 227, 228, 229, 230, 279, 280, 287, 288, 290, 291, 293, 294, 297, 299, 300, 302, 304, 306, 307, 312, 313, 314, 315, 317, 320, 321, 324, 327, 328, 329, 330, 331, 337, 338, 339, 340, 341, 343, 345, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 425, 426, 427, 429, 431, 432, 433, 434, 435, 438, 440, 442, 444, 445, 446, 447, 448, 450, 453, 463, 467, 471], "ellipsi": 89, "els": [0, 187, 236], "elsewher": [100, 149, 437, 453], "empti": [4, 6, 32, 85, 92, 134, 138, 139, 180, 294, 333, 334, 337, 454, 455], "empty_lik": [6, 32, 91, 139, 334, 455], "enabl": [120, 182, 185, 189], "encount": [222, 223, 224, 226], "end": [20, 80, 87, 90, 108, 140, 192, 204], "end_tim": 0, "endian": 87, "endpoint": [20, 140, 192, 204], "engin": 384, "enough": 145, "entir": [44, 71, 107, 145, 146, 205, 210, 224, 225, 226, 228, 230, 400, 425, 450], "entri": [85, 87, 91, 99, 107, 113, 120, 124, 125, 126, 319, 423], "env": 4, "environ": 4, "ep": [121, 182, 329], "epsilon": 182, "epsneg": 121, "equal": [6, 14, 15, 19, 33, 44, 58, 65, 69, 73, 85, 100, 140, 142, 143, 144, 145, 146, 147, 155, 157, 164, 166, 169, 170, 171, 181, 185, 186, 191, 192, 204, 216, 307, 331, 348, 358, 392, 401, 405, 406, 409, 410, 415, 423, 424, 437, 439, 443, 452], "equal_nan": [15, 33, 155], "equat": [180, 188, 190, 191, 467], "equiv": [40, 52, 58, 64, 85, 89, 147, 181, 207, 284, 410, 424, 452], "equival": [10, 13, 14, 16, 17, 19, 28, 29, 30, 31, 44, 62, 70, 71, 74, 75, 83, 84, 85, 86, 90, 97, 99, 123, 129, 130, 131, 190, 205, 216, 219, 238, 279, 280, 292, 313, 326, 330, 335, 338, 346, 347, 348, 376, 400, 401, 403, 409, 414, 419, 426, 427, 429, 433, 436, 445, 463], "error": [71, 94, 107, 112, 175, 205, 400, 423, 456, 463], "essenti": 4, "estim": [69, 146, 350, 367], "et": 10, "etc": [10, 87, 367], "eturn": 99, 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430], "layout": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 74, 75, 83, 85, 89, 91, 92, 93, 95, 96, 98, 100, 101, 127, 128, 129, 130, 131, 138, 139, 143, 144, 148, 151, 154, 158, 159, 160, 169, 170, 171, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 207, 209, 215, 216, 219, 295, 328, 329, 331, 333, 334, 338, 339, 341, 346, 347, 399, 401, 403, 405, 406, 411, 415, 416, 417, 418, 421, 422, 426, 431, 432, 445, 446, 453, 454, 455, 456], "lcm": 6, "ldexp": 6, "ldot": 10, "lead": [108, 222, 223, 441], "learn": [3, 4, 199], "least": [41, 42, 43, 44, 78, 86, 87, 90, 97, 120, 125, 129, 130, 134, 157, 180, 186, 209, 215, 410, 452], "left": [10, 28, 29, 31, 80, 82, 85, 125, 126, 169, 177, 184, 208, 214, 220, 221, 227, 229, 315, 340, 391, 405, 409, 412, 427, 449], "left_shift": [6, 405], "leg": [148, 400], "legaci": 384, "len": [85, 87, 106, 107, 112, 113, 152, 180, 208, 212, 213, 214, 260, 414, 449], "length": [20, 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332, 333, 334, 335, 336, 337, 338, 339, 340, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 385, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 447, 448, 449, 450, 451, 452, 453, 454, 455, 463], "If": [4, 10, 11, 12, 14, 15, 19, 20, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 56, 58, 68, 70, 71, 72, 73, 76, 80, 81, 84, 85, 87, 89, 90, 97, 99, 100, 101, 102, 107, 108, 112, 113, 116, 120, 121, 124, 129, 130, 137, 140, 142, 145, 146, 147, 151, 152, 153, 155, 161, 162, 163, 172, 180, 181, 182, 183, 184, 185, 186, 189, 191, 192, 193, 204, 205, 208, 209, 210, 212, 214, 215, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 284, 316, 318, 337, 340, 343, 344, 348, 370, 392, 398, 400, 402, 403, 407, 409, 410, 412, 419, 423, 424, 425, 427, 428, 429, 430, 433, 434, 435, 436, 448, 449, 450, 451, 452, 453, 463], "In": [4, 10, 28, 29, 72, 73, 90, 113, 142, 172, 177, 183, 186, 199, 204, 222, 223, 225, 227, 229, 340, 343, 348, 392, 403, 427, 429, 446], "It": [4, 10, 14, 19, 28, 29, 56, 72, 73, 82, 84, 102, 107, 108, 112, 113, 116, 120, 142, 176, 178, 199, 207, 210, 220, 221, 222, 223, 224, 225, 226, 228, 230, 340, 425, 427, 429, 450], "Its": [56, 190, 344, 435], "NOT": [47, 154, 200, 201, 202, 203], "No": [35, 89, 172], "Not": [14, 19, 158, 222, 223, 224, 226, 227, 229, 340], "OR": [19, 46, 47, 48, 49, 154, 200, 201, 202, 203], "On": 4, "One": [41, 42, 43, 70, 86, 87, 113, 403], "Or": 142, "That": 206, "The": [3, 4, 10, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 53, 56, 57, 58, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 116, 118, 120, 124, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 152, 154, 155, 157, 158, 159, 160, 164, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 180, 181, 183, 184, 185, 186, 187, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 202, 204, 205, 206, 207, 208, 209, 213, 214, 215, 216, 218, 219, 220, 221, 222, 223, 224, 226, 227, 228, 229, 230, 284, 289, 297, 298, 307, 311, 328, 329, 330, 331, 332, 333, 334, 338, 339, 340, 342, 343, 344, 346, 347, 348, 351, 353, 354, 364, 369, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 397, 399, 400, 401, 402, 403, 404, 405, 407, 408, 410, 411, 414, 415, 416, 417, 418, 419, 421, 422, 424, 425, 426, 427, 429, 430, 431, 432, 433, 434, 436, 437, 439, 440, 441, 443, 444, 445, 446, 449, 450, 452, 453, 454, 455, 463, 467, 471], "Then": [10, 36, 38, 206], "There": [10, 192], "These": [4, 87, 89, 90, 97, 206, 218, 344, 430, 439, 443, 463, 467], "To": [4, 107, 113, 330, 448], "With": [28, 29, 44, 68, 184, 208, 214, 220, 221, 227, 229, 340, 427], "_": [0, 146, 424], "__array_interface__": 87, "__bool__": 463, "__dlpack__": 132, "__dlpack_device__": 132, "__eq__": [85, 87, 122, 348], "__ge__": [85, 87, 122, 348], "__getitem__": [85, 87, 122], "__gt__": [85, 87, 122, 348], "__iter__": 122, "__le__": [85, 87, 122, 348], "__len__": [85, 87], "__lt__": [85, 87, 122, 348], "__main__": 0, "__name__": 0, "__ne__": [85, 87, 122, 348], "__next__": 122, "__setitem__": [85, 122], "__sycl_usm_array_interface__": 37, "_dtypes_list": 0, "a1": 33, "a2": 33, "a_": 10, "a_k": 10, "a_m": 10, "a_max": 56, "a_min": 56, "a_resamp": 113, "ab": [6, 10, 12, 15, 155], "abc": 89, "abcd": 90, "about": [36, 38, 85, 121, 175, 295, 463], "abov": [3, 71, 76, 79, 152, 186, 205, 400, 437, 438, 442], "absolut": [6, 11, 15, 18, 101, 155, 187, 228, 230, 341, 425, 448, 450], "accept": [30, 89, 348, 419, 439, 443], "access": [10, 77, 78, 120, 206, 439, 443, 463], "accord": [14, 19, 44, 52, 87, 121, 175, 176, 177, 178, 205, 210, 225, 228, 230, 400, 405, 425, 450], "accordingli": [224, 226], "account": 403, "accumul": [71, 72, 73, 89, 145, 222, 223, 227, 229, 340, 427, 435], "accur": [87, 98, 142, 196, 198], "accuraci": 113, "achiev": 89, "across": [80, 146, 222, 223, 227, 229], "activ": 4, "actual": [87, 145, 146, 172, 183], "ad": [15, 87, 90, 97, 113, 155, 174, 187, 199, 448, 467], "add": [6, 87], "add_docstr": 6, "add_newdoc": 6, "add_newdoc_ufunc": 6, "addit": [71, 172, 225], "address": 87, "adjac": 448, "advanc": 89, "advers": 89, "advis": 4, "affect": [20, 80, 89, 120, 145, 146], "after": [86, 120, 329, 367, 407], "ag": 87, "against": [15, 28, 29, 50, 51, 56, 68, 141, 155, 184, 185, 208, 214, 220, 221, 227, 229, 340, 344, 427, 430], "ai": [3, 344, 430], "ai_max": 430, "ai_min": 430, "ainv": [179, 190], "al": 10, "algebra": [456, 467], "algorithm": [10, 89, 90, 116], "alia": [10, 16, 17, 83, 102, 107, 108, 112, 113, 116, 121, 216, 231, 348, 378, 381, 383, 401, 410, 445, 452], "alias": [9, 107, 113], "align": 87, "all": [4, 6, 9, 15, 19, 33, 40, 44, 57, 68, 75, 81, 85, 86, 87, 89, 90, 95, 96, 98, 100, 106, 111, 120, 124, 125, 126, 133, 134, 136, 140, 142, 147, 149, 172, 182, 185, 192, 204, 208, 214, 220, 221, 224, 226, 284, 287, 294, 307, 340, 350, 407, 410, 423, 427, 452, 463, 471], "allclos": [6, 33, 155, 179, 185, 186, 188, 189, 191], "alloc": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 161, 162, 192, 193, 204, 205, 206, 210, 213, 225, 228, 230, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 389, 392, 400, 423, 425, 437, 439, 443, 449, 450, 454, 455], "allow": [40, 85, 89, 145, 146, 199, 206, 284, 313, 429, 463], "alltru": 6, "almost": [175, 439], "along": [3, 4, 14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 71, 72, 73, 76, 77, 79, 80, 81, 85, 86, 88, 99, 102, 106, 107, 108, 112, 113, 116, 120, 124, 125, 126, 129, 130, 135, 140, 142, 147, 152, 184, 186, 190, 191, 192, 204, 205, 208, 209, 210, 211, 212, 214, 215, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 281, 282, 283, 290, 291, 301, 303, 308, 309, 320, 322, 324, 325, 327, 337, 340, 342, 343, 344, 400, 402, 407, 408, 410, 419, 424, 425, 427, 429, 430, 433, 434, 435, 439, 440, 443, 444, 448, 450, 452, 463], "alpha": [349, 354, 355, 371, 374], "alreadi": [4, 10, 35, 41, 42, 43, 335], "also": [3, 10, 13, 15, 18, 20, 26, 46, 48, 49, 63, 83, 87, 89, 93, 97, 116, 128, 129, 130, 131, 135, 137, 142, 143, 144, 145, 148, 155, 169, 170, 171, 172, 198, 199, 206, 209, 215, 216, 218, 219, 330, 331, 339, 386, 401, 405, 426, 429, 445, 463], "alter": 80, "altern": [3, 4, 14, 19, 72, 73, 84, 85, 207, 208, 210, 214, 222, 223, 225, 227, 228, 229, 230, 326, 340, 425, 427, 450], "although": [18, 87, 111, 434], "alwai": [4, 10, 30, 34, 40, 80, 85, 101, 176, 178, 228, 230, 284, 330, 403, 420, 425, 450], "amax": [6, 208], "ambigu": 463, "amin": [6, 214], "amplitud": 10, "an": [0, 3, 4, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 66, 67, 71, 72, 73, 76, 77, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 95, 96, 97, 98, 99, 100, 102, 104, 107, 108, 112, 113, 116, 118, 120, 121, 123, 124, 125, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 156, 157, 158, 159, 160, 164, 169, 170, 171, 174, 177, 180, 182, 183, 184, 186, 187, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 208, 209, 210, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 238, 283, 284, 285, 286, 289, 299, 301, 307, 309, 312, 313, 316, 318, 319, 323, 324, 326, 328, 330, 331, 332, 333, 334, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 348, 350, 355, 356, 358, 367, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 442, 443, 444, 445, 446, 447, 448, 449, 450, 452, 453, 454, 455, 463, 471], "anaconda": [3, 4], "analog": [107, 112], "analysi": 10, "analyt": 3, "angl": [6, 10, 25, 26, 74, 75, 346, 347, 448, 471], "ani": [3, 6, 14, 15, 30, 32, 34, 35, 36, 37, 38, 40, 50, 51, 62, 76, 79, 81, 85, 87, 89, 90, 120, 138, 139, 140, 142, 146, 147, 157, 164, 165, 181, 191, 192, 204, 206, 224, 226, 284, 348, 392, 419, 449, 463], "anoth": [4, 64, 85, 99, 132, 289, 309, 337, 343, 408], "answer": 350, "anti": [80, 120], "anyth": 87, "ap": 180, "api": [0, 2, 3, 6, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 87, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455], "appear": [97, 125, 126], "append": [0, 6, 81, 90, 97, 108, 169], "appli": [28, 29, 30, 44, 52, 89, 404, 433], "applic": [10, 87], "apply_along_axi": 6, "apply_over_ax": 6, "approach": [87, 108], "appropri": [4, 28, 29, 102, 107, 108, 112, 113, 116, 141, 191, 220, 221, 224, 226, 348, 376, 379, 429, 463], "approxim": 121, "ar": [3, 4, 10, 11, 12, 13, 14, 15, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 53, 54, 56, 57, 58, 59, 60, 63, 64, 65, 66, 67, 68, 69, 71, 72, 73, 74, 75, 76, 80, 81, 83, 84, 85, 87, 88, 89, 90, 93, 94, 95, 96, 97, 98, 100, 101, 103, 105, 107, 109, 110, 112, 113, 114, 115, 116, 117, 119, 123, 124, 125, 126, 127, 128, 129, 130, 131, 135, 140, 142, 143, 144, 145, 146, 148, 153, 154, 155, 158, 159, 160, 169, 170, 171, 172, 175, 176, 177, 178, 180, 181, 182, 183, 184, 185, 189, 190, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 214, 215, 216, 217, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 284, 306, 307, 328, 329, 330, 331, 336, 337, 338, 339, 340, 341, 344, 345, 346, 347, 348, 349, 350, 352, 355, 356, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 370, 371, 373, 374, 376, 379, 380, 382, 388, 390, 391, 392, 393, 394, 395, 396, 397, 399, 400, 401, 405, 406, 407, 409, 410, 411, 412, 413, 415, 416, 417, 419, 421, 422, 424, 425, 426, 427, 429, 431, 432, 433, 435, 440, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 463], "arang": [0, 6, 13, 28, 29, 41, 42, 43, 44, 45, 56, 63, 75, 76, 77, 78, 80, 83, 84, 85, 89, 93, 95, 96, 98, 99, 102, 123, 124, 131, 139, 140, 142, 145, 152, 153, 168, 184, 192, 195, 196, 200, 201, 202, 203, 204, 206, 207, 208, 212, 214, 216, 219, 292, 331, 334, 337, 339, 343, 347, 372, 401, 404, 407, 426, 433, 435, 439, 440, 443, 444, 445, 453, 455], "arbitrari": [39, 84, 87, 89, 153, 207, 404, 439, 443], "arbitrarili": 89, "arc": [18, 25], "arcco": [6, 22, 23, 25, 26, 66], "arccosh": [6, 21, 24, 27, 67], "arcsin": [6, 21, 24, 25, 26, 417], "arcsinh": [6, 22, 23, 27, 418], "arctan": [6, 18, 21, 23, 26, 27, 431], "arctan2": [6, 18, 25], "arctanh": [6, 22, 24, 25, 26, 432], "arg": [50, 348], "arg1": [166, 167], "arg2": [166, 167], "argmax": [0, 6, 29, 85, 220, 344, 430, 463], "argmin": [6, 28, 85, 221, 430, 463], "argpartit": [6, 30, 344, 430, 463], "argsort": [6, 85, 344, 412, 419, 430, 436, 463], "argument": [0, 10, 11, 12, 13, 18, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 52, 53, 54, 56, 58, 63, 66, 67, 74, 75, 83, 84, 85, 87, 88, 90, 94, 95, 96, 98, 127, 128, 129, 130, 131, 148, 151, 154, 165, 166, 167, 169, 183, 184, 195, 196, 197, 198, 199, 206, 207, 209, 215, 216, 217, 219, 313, 326, 328, 329, 338, 339, 341, 343, 346, 347, 399, 401, 404, 405, 406, 411, 415, 416, 417, 418, 424, 426, 431, 432, 433, 445, 446, 463], "argwher": [6, 330], "ari": [41, 42, 43], "arithmet": [44, 140, 210, 211, 225, 228, 230, 338, 425, 427, 450, 456, 467], "around": [6, 85, 140, 343, 409], "arr": [78, 87, 146, 345, 372, 440, 444], "arr2": 87, "arr_t": [40, 85, 284], "arrai": [0, 2, 3, 4, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 232, 238, 281, 282, 283, 284, 285, 286, 289, 292, 293, 294, 295, 297, 298, 299, 300, 302, 304, 305, 307, 309, 310, 311, 312, 313, 314, 316, 317, 318, 319, 320, 321, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 352, 353, 355, 356, 357, 358, 359, 360, 361, 362, 363, 367, 370, 371, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 467], "array2str": 6, "array_equ": 6, "array_equiv": [6, 33], "array_lik": [32, 34, 35, 36, 37, 38, 39, 44, 62, 64, 76, 79, 99, 138, 139, 140, 157, 164, 192, 204, 337, 343, 344, 348, 414, 429, 433, 449], "array_of_diagon": 80, "array_repr": 6, "array_split": [6, 58], "array_str": 6, "arrays_and_dtyp": 404, "art": 10, "asanyarrai": [6, 35, 38], "asarrai": [4, 6, 34, 36, 38, 39], "asarray_chkfinit": [6, 34, 35], "ascend": [176, 178, 412], "ascii": 87, "ascontiguousarrai": [6, 34, 35, 38], "asfarrai": [6, 34, 35], "asfortranarrai": [6, 34, 35, 36], "asmatrix": 6, "asnumpi": 85, "aspect": 87, "assembl": [58, 86, 147, 410, 424, 452], "assign": [85, 294, 439, 443], "associ": [44, 145, 146, 463], "assum": [10, 44, 90, 107, 113, 182, 185, 189, 206], "astyp": [6, 85, 140, 330], "atleast_1d": [6, 42, 43, 97], "atleast_2d": [6, 41, 43, 97], "atleast_3d": [6, 41, 42, 97], "atol": [15, 155], "attain": 0, "attempt": [84, 183], "attribut": [85, 87, 92, 121, 139, 150, 186, 334, 455, 456], "automat": [145, 146], "avail": [2, 3, 4, 10, 65, 69, 87, 88, 94, 211, 217, 220, 221, 224, 226, 227, 456, 463], "averag": [6, 85, 210, 225, 302, 427, 467], "avg": 44, "avoid": [42, 43, 107, 113], "aweight": 69, "ax": [14, 19, 28, 29, 44, 68, 71, 81, 84, 85, 89, 97, 103, 105, 106, 109, 110, 111, 114, 115, 117, 119, 124, 142, 153, 184, 188, 190, 191, 205, 207, 208, 210, 214, 218, 220, 221, 224, 225, 226, 227, 228, 229, 230, 316, 323, 326, 335, 340, 400, 407, 408, 423, 425, 427, 428, 433, 434, 435, 436, 450], "axi": [14, 16, 17, 19, 28, 29, 30, 44, 57, 58, 68, 70, 71, 72, 73, 80, 81, 85, 86, 88, 89, 97, 99, 102, 106, 107, 108, 112, 113, 116, 124, 125, 126, 129, 130, 135, 140, 142, 147, 152, 180, 184, 192, 204, 205, 207, 208, 209, 210, 211, 214, 215, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 279, 280, 281, 282, 283, 290, 291, 297, 301, 302, 303, 307, 308, 309, 312, 318, 319, 320, 322, 324, 326, 327, 336, 337, 340, 342, 343, 344, 397, 400, 402, 403, 407, 408, 410, 419, 423, 424, 425, 427, 428, 429, 430, 433, 434, 435, 436, 448, 450, 452, 463], "axis1": [80, 85, 292, 323, 325, 428, 435], "axis2": [80, 85, 292, 323, 325, 428, 435], "axisa": 70, "axisb": 70, "axisc": 70, "axiserror": [30, 419], "b": [10, 13, 15, 28, 29, 46, 49, 57, 58, 64, 70, 73, 84, 85, 86, 87, 88, 89, 90, 93, 133, 134, 143, 144, 147, 153, 155, 168, 170, 171, 174, 180, 183, 184, 185, 187, 188, 189, 190, 191, 200, 202, 207, 208, 214, 329, 331, 335, 339, 349, 404, 410, 424, 433, 434, 441, 451, 452], "back": [85, 135, 297, 397, 403, 408, 441], "backend": [2, 141, 351, 353, 354, 364, 369, 385], "backward": [10, 40, 85, 102, 107, 108, 112, 113, 116, 142, 284, 407, 408], "bad": 360, "bartlett": 6, "base": [0, 4, 87, 89, 96, 99, 140, 145, 146, 189, 194, 195, 196, 197, 198, 199, 204, 205, 207, 337, 339, 343, 345], "base_repr": 6, "basic": [52, 89, 463, 467], "batch": [103, 105, 109, 110, 114, 115, 117, 119], "bc": [174, 187], "bcde": 90, "becaus": [10, 14, 19, 107, 113, 448, 463], "becom": [10, 85, 145, 326], "been": [86, 344, 408, 430], "befor": [4, 30, 58, 71, 85, 108, 125, 126, 191, 205, 208, 214, 228, 230, 307, 318, 340, 400, 407, 408, 419, 425, 427, 434, 450, 451], "begin": [90, 140, 192, 204], "behav": [193, 343], "behavior": [85, 289, 434], "behind": [85, 307], "being": [3, 87, 129, 130, 209, 215], "belong": [82, 145], "below": [0, 4, 9, 76, 79, 87, 113, 182, 437, 438, 442, 448, 463], "best": 90, "beta": [6, 359], "between": [15, 20, 52, 81, 88, 121, 134, 137, 142, 153, 155, 192, 204, 365, 379, 426, 448], "beyond": [4, 407], "bia": 69, "big": 87, "bin": [82, 102, 104, 118, 145, 146, 386], "bin_edg": [145, 146], "binari": [46, 48, 49, 133, 134, 136, 137, 456, 467], "binary_repr": 6, "bincount": [6, 82, 145], "binomi": [6, 367], "bins_0": 146, "bins_1": 146, "bit": [46, 47, 48, 49, 87, 121, 150, 154, 169, 200, 202, 203, 227, 229, 405, 416, 467], "bitwis": [46, 48, 49], "bitwise_and": [6, 47, 48, 49, 154, 200], "bitwise_not": 6, "bitwise_or": [6, 46, 47, 49, 154, 202], "bitwise_xor": [6, 46, 47, 48, 154, 203], "biufcmmosuv": 87, "blackman": 6, "block": [6, 58, 86, 120, 147, 168, 410, 424, 452], "bmat": 6, "bool": [9, 14, 15, 19, 28, 29, 32, 37, 40, 44, 52, 64, 68, 71, 82, 85, 87, 90, 93, 120, 140, 143, 144, 145, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 170, 171, 172, 182, 184, 185, 189, 192, 204, 205, 208, 210, 212, 214, 220, 221, 224, 225, 226, 227, 228, 229, 230, 284, 330, 331, 340, 400, 403, 416, 425, 427, 429, 449, 450, 463], "bool_": 9, "boolean": [46, 47, 48, 49, 64, 71, 87, 99, 152, 154, 155, 158, 159, 160, 161, 162, 163, 200, 202, 205, 206, 210, 225, 227, 228, 230, 330, 337, 400, 403, 425, 429, 450], "both": [10, 13, 15, 26, 44, 46, 48, 49, 56, 63, 70, 83, 84, 93, 116, 128, 129, 130, 131, 143, 144, 148, 153, 155, 168, 169, 170, 171, 184, 198, 199, 200, 202, 203, 207, 209, 215, 216, 219, 229, 329, 331, 339, 401, 405, 426, 433, 435, 439, 441, 443, 445, 451, 453], "bound": [343, 412, 429], "boundari": [142, 343], "briefli": 463, "broadcast": [13, 14, 19, 28, 29, 44, 50, 51, 56, 64, 68, 83, 89, 99, 129, 130, 148, 161, 162, 184, 185, 203, 205, 207, 208, 209, 210, 214, 215, 219, 220, 221, 225, 227, 228, 229, 230, 339, 340, 343, 344, 400, 402, 425, 426, 427, 430, 434, 445, 450, 453], "broadcast_arrai": [6, 51], "broadcast_shap": 6, "broadcast_to": [6, 50, 434], "brought": 10, "buffer": [37, 72, 73, 85, 133, 134, 136, 137, 193, 208, 214, 222, 223, 403], "buffer_lik": 133, "build": 467, "build_loc": 4, "built": 87, "busday_count": 6, "busday_offset": 6, "byte": [6, 40, 85, 87, 89, 133, 134, 193, 284, 300, 304], "byte_bound": 6, "byteord": 87, "byteswap": 6, "bz2": 193, "c": [2, 4, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 32, 34, 35, 36, 38, 39, 40, 46, 47, 48, 49, 53, 54, 56, 59, 60, 62, 63, 66, 67, 70, 74, 75, 83, 84, 85, 87, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 127, 128, 129, 130, 131, 138, 139, 141, 143, 144, 148, 151, 153, 154, 158, 159, 160, 168, 169, 170, 171, 174, 180, 183, 184, 187, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 207, 209, 215, 216, 219, 284, 289, 297, 310, 328, 329, 330, 331, 333, 334, 338, 339, 341, 346, 347, 397, 399, 401, 403, 405, 406, 411, 415, 416, 417, 418, 421, 422, 426, 431, 432, 433, 434, 445, 446, 453, 454, 455], "c_contigu": [36, 38, 85, 289], "ca": 61, "calcul": [10, 11, 12, 13, 18, 26, 44, 71, 73, 81, 83, 88, 89, 93, 95, 96, 98, 102, 111, 127, 128, 131, 142, 146, 148, 175, 176, 177, 178, 180, 185, 196, 198, 199, 205, 207, 210, 216, 219, 225, 228, 230, 331, 339, 340, 400, 401, 425, 426, 445, 450, 451, 456], "call": [10, 18, 28, 29, 30, 36, 38, 87, 108, 113, 116, 135, 175, 177, 183, 206, 238, 330, 423, 429, 434, 471], "callabl": [135, 206], "cambridg": 10, "can": [0, 3, 4, 10, 13, 15, 20, 26, 30, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 52, 62, 63, 70, 76, 77, 79, 80, 83, 84, 85, 87, 89, 90, 91, 92, 93, 100, 102, 104, 108, 113, 118, 120, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 147, 148, 149, 152, 153, 154, 155, 157, 164, 165, 168, 169, 170, 171, 172, 179, 180, 181, 191, 192, 193, 198, 199, 200, 202, 203, 204, 206, 207, 209, 213, 215, 216, 219, 227, 229, 284, 318, 328, 329, 330, 331, 332, 333, 334, 338, 339, 344, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 401, 403, 405, 419, 426, 429, 430, 433, 435, 437, 439, 443, 444, 445, 449, 451, 453, 454, 455, 463], "can_cast": [6, 467], "cannot": [58, 85, 220, 221, 316, 423, 424], "capabl": [20, 32, 34, 35, 36, 38, 44, 101, 140, 192, 204, 207], "care": [20, 175], "cartesian": 212, "case": [4, 14, 19, 20, 28, 29, 32, 34, 35, 36, 38, 44, 62, 72, 73, 76, 79, 81, 90, 91, 92, 100, 104, 107, 112, 116, 118, 133, 134, 135, 136, 138, 139, 140, 142, 149, 175, 186, 189, 192, 193, 199, 204, 213, 222, 223, 227, 229, 332, 333, 334, 340, 403, 427, 433, 437, 448, 449, 454, 455, 463], "cast": [14, 19, 40, 52, 58, 64, 71, 72, 73, 85, 89, 147, 175, 205, 207, 210, 222, 223, 225, 227, 228, 229, 230, 284, 340, 400, 410, 424, 425, 427, 450, 452], "cat": [350, 367], "cauchi": 386, "cbrt": [6, 421], "cdef": 90, "cdot": 433, "cdoubl": 9, "ceil": [6, 31, 127, 128, 406, 409, 446], "center": [104, 106, 111, 118], "central": [142, 368, 369], "certain": [87, 206], "cfloat": 9, "ch": 10, "chain": [84, 85, 89, 90], "chang": [40, 62, 70, 85, 87, 89, 99, 222, 223, 284, 297, 321, 326, 328, 337, 338, 343, 344, 345, 397, 403, 408, 448, 467], "char": 87, "charact": [87, 134], "check": [14, 19, 34, 35, 52, 107, 157, 164, 172, 185, 188], "check_valid": 366, "chi": [352, 368], "chisquar": 6, "choic": [6, 55, 85, 176, 178, 285], "choicelist": 413, "choleski": 6, "choos": [6, 18, 25, 85, 90, 453, 463], "chosen": [145, 453], "circ": 471, "circl": 187, "clamp": [343, 429], "clariti": 120, "class": [3, 85, 87, 88, 122, 133, 134, 135, 137, 152, 193, 348, 376, 437, 467], "classic": 89, "clear": [87, 463], "clip": [6, 85, 343, 429, 463], "close": [21, 22, 23, 25, 39, 40, 85, 89, 97, 192, 284, 348, 376, 406, 409], "closer": 446, "cloud": 3, "cmake": 4, "co": [6, 21, 67, 177, 417, 431], "code": [37, 87, 166], "coeffici": [180, 188, 191], "coerc": [37, 133, 134, 135, 136, 137, 193], "coin": 350, "col": 152, "collaps": [85, 297], "column": [6, 34, 35, 36, 38, 39, 40, 57, 58, 72, 73, 80, 85, 86, 100, 120, 125, 126, 142, 147, 149, 175, 176, 180, 183, 186, 189, 284, 397, 410, 424, 437, 439, 443, 449, 452], "column_stack": [6, 58, 86, 147, 410, 424, 452], "com": 4, "combin": [0, 87, 97, 142], "combinatori": 90, "comma": [87, 89], "command": 4, "common": [108, 330, 433], "common_typ": 6, "compani": [350, 367], "compar": [15, 93, 129, 130, 146, 155, 209, 215], "compare_chararrai": 6, "comparison": [2, 93, 143, 144, 170, 171, 331, 456, 467], "compat": [3, 10, 14, 19, 40, 44, 85, 205, 210, 224, 225, 226, 228, 230, 284, 400, 403, 425, 450, 467], "compil": [4, 87, 141], "complement": 448, "complementari": [128, 448], "complet": [3, 4, 90, 134, 135, 186, 408, 463], "complex": [9, 10, 11, 12, 18, 25, 26, 52, 71, 84, 85, 87, 90, 94, 101, 102, 108, 112, 113, 116, 121, 129, 130, 151, 156, 157, 163, 164, 175, 176, 177, 178, 186, 187, 189, 205, 207, 209, 215, 228, 230, 287, 288, 341, 398, 400, 420, 425, 450, 451, 463, 467], "complex128": [9, 10, 44, 103, 105, 109, 110, 114, 115, 117, 119, 404], "complex64": [9, 10, 44], "compliant": 85, "complic": 89, "compon": [10, 106, 111, 118, 121, 151, 398], "compos": 63, "composit": [168, 427], "compress": [6, 99, 429, 463], "comput": [4, 10, 18, 21, 22, 23, 24, 25, 26, 27, 31, 44, 46, 47, 48, 49, 53, 59, 60, 66, 67, 71, 72, 73, 81, 82, 89, 95, 96, 97, 98, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 115, 116, 117, 119, 127, 142, 143, 144, 145, 146, 151, 152, 154, 168, 170, 171, 173, 174, 175, 176, 177, 178, 179, 183, 184, 185, 186, 187, 189, 190, 191, 194, 195, 196, 197, 200, 201, 202, 203, 205, 207, 210, 211, 216, 222, 223, 224, 225, 226, 227, 228, 229, 230, 328, 338, 341, 398, 399, 400, 401, 406, 409, 411, 415, 416, 417, 418, 421, 425, 427, 431, 432, 433, 439, 443, 450], "compute_uv": [173, 189], "concaten": [6, 57, 86, 147, 410, 424, 430, 452], "concept": [20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455, 463], "cond": [6, 179], "condit": [40, 84, 85, 99, 173, 179, 183, 284, 330, 337, 343, 345, 413, 453], "condlist": 413, "confus": 131, "conj": [6, 60, 85, 107, 151, 172, 175, 341], "conjug": [6, 10, 59, 84, 85, 113, 116, 151, 172, 175, 176, 177, 178, 207, 287, 341, 451], "consecut": [81, 88, 142], "conserv": 212, "consid": [15, 20, 32, 34, 35, 36, 38, 90, 118, 140, 155, 158, 176, 178, 182, 192, 204, 207, 348, 376], "consist": [33, 134, 146, 191, 192, 430, 433], "constant": [9, 87, 142], "constraint": 44, "construct": [34, 35, 55, 76, 79, 80, 85, 87, 100, 133, 134, 135, 136, 137, 149, 193, 213, 285, 332, 434, 435, 453, 456], "constructor": 463, "consum": [85, 304], "contain": [10, 11, 12, 13, 14, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 70, 71, 80, 83, 85, 87, 93, 95, 96, 98, 104, 113, 116, 118, 123, 127, 128, 129, 130, 131, 132, 137, 141, 142, 143, 144, 145, 146, 148, 151, 152, 154, 169, 170, 171, 176, 186, 189, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 205, 209, 210, 215, 216, 219, 220, 221, 224, 225, 226, 228, 230, 313, 328, 330, 331, 338, 339, 341, 348, 398, 399, 400, 401, 405, 406, 409, 411, 415, 416, 417, 418, 421, 422, 425, 426, 431, 432, 436, 439, 440, 443, 444, 445, 446, 450, 463], "content": [36, 85, 385], "context": 10, "contigu": [34, 35, 36, 38, 84, 85, 89, 183, 310, 397, 403], "continu": [348, 380], "contourf": 212, "contract": [89, 90, 433], "contrast": 343, "contribut": [10, 44, 145, 146], "control": [4, 40, 52, 58, 64, 85, 89, 147, 207, 284, 410, 424, 452], "conveni": [85, 326, 348], "convent": [84, 89, 90, 102, 107, 108, 112, 113, 116, 153, 191, 207, 335, 433], "convers": [40, 85, 89, 284, 456], "convert": [28, 29, 32, 34, 35, 36, 37, 38, 39, 41, 42, 43, 62, 74, 75, 76, 79, 87, 90, 97, 138, 139, 140, 157, 164, 192, 204, 346, 347, 448, 449], "convolut": [10, 61, 65], "convolv": [6, 65], "coolei": 10, "coordin": [68, 135, 142, 152, 212], "copi": [6, 20, 30, 32, 34, 35, 36, 37, 38, 40, 41, 42, 43, 64, 76, 77, 79, 80, 85, 87, 91, 92, 99, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 212, 213, 238, 284, 297, 299, 307, 313, 316, 332, 333, 334, 336, 337, 338, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 389, 392, 403, 412, 419, 423, 437, 438, 439, 442, 443, 449, 454, 455, 463], "copysign": [6, 328, 338], "copyto": [6, 85, 99, 289, 337], "core": [3, 87, 89, 463], "corrcoef": [6, 69], "correct": [11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 31, 46, 47, 48, 49, 53, 54, 58, 59, 60, 63, 66, 67, 74, 75, 83, 93, 95, 96, 98, 101, 107, 113, 127, 128, 129, 130, 131, 143, 144, 148, 151, 154, 158, 159, 160, 169, 170, 171, 188, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 209, 215, 216, 219, 328, 329, 331, 338, 339, 341, 346, 347, 399, 401, 405, 406, 409, 411, 415, 416, 417, 418, 421, 422, 424, 426, 431, 432, 445, 446], "correctli": [18, 25, 28, 29, 68, 184, 208, 214, 220, 221, 227, 229, 330, 340, 427], "correl": [6, 467], "correspond": [6, 10, 20, 28, 29, 32, 34, 35, 36, 37, 38, 40, 56, 58, 62, 74, 75, 76, 77, 79, 80, 85, 91, 92, 100, 104, 107, 113, 116, 118, 133, 134, 135, 136, 137, 138, 139, 140, 142, 149, 152, 175, 176, 192, 193, 204, 206, 207, 213, 284, 293, 332, 333, 334, 346, 347, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 407, 414, 425, 433, 436, 437, 439, 443, 449, 450, 454, 455, 463], "correspondingli": 10, "cosh": [6, 22, 66, 418, 432], "cosin": [21, 22, 23, 24, 25, 26, 27, 66, 67, 417, 418, 431, 432], "cost": [89, 90], "costli": 90, "could": [85, 107, 113, 318], "count": [14, 19, 45, 68, 82, 87, 90, 124, 133, 134, 136, 137, 142, 145, 146, 330, 340, 350, 427, 456, 467], "count_nonzero": [6, 330], "counterpart": [10, 107, 113, 463], "cov": [6, 366], "covari": 69, "cover": [439, 443, 467], "cpu": [4, 20, 32, 34, 35, 36, 38, 62, 65, 69, 76, 79, 88, 91, 92, 94, 100, 103, 104, 105, 109, 110, 114, 115, 117, 118, 119, 133, 134, 135, 136, 138, 139, 140, 149, 192, 193, 204, 211, 213, 217, 227, 332, 333, 334, 437, 449, 454, 455], "creat": [3, 4, 20, 32, 34, 35, 36, 37, 38, 40, 62, 76, 77, 78, 79, 80, 85, 87, 90, 91, 92, 100, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 284, 289, 332, 333, 334, 344, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 435, 437, 439, 440, 443, 444, 449, 454, 455, 463, 467], "creation": [87, 90, 456, 463, 467], "crop": [102, 107, 108, 112, 113, 116], "cross": [6, 65], "csingl": 9, "ct": 10, "cube": [53, 421], "cubic": 90, "cumprod": [6, 85, 222, 463], "cumproduct": 6, "cumsum": [6, 81, 85, 223, 427, 463], "cumul": [71, 72, 73, 81, 85, 222, 223, 290, 291, 427], "cupi": [2, 456], "current": [10, 11, 12, 13, 21, 22, 23, 24, 25, 26, 27, 46, 47, 48, 49, 53, 54, 56, 63, 66, 67, 74, 75, 83, 87, 88, 90, 95, 96, 98, 127, 128, 129, 130, 131, 134, 146, 148, 149, 154, 169, 195, 196, 197, 198, 199, 209, 215, 216, 217, 219, 328, 329, 338, 339, 341, 346, 347, 399, 401, 405, 406, 411, 415, 416, 417, 418, 426, 431, 432, 445, 446], "custom": 463, "customarili": 10, "cut": 180, "cutoff": 185, "cycl": [104, 118], "cyclic": 343, "cython": 4, "d": [0, 14, 19, 20, 44, 57, 58, 72, 73, 76, 77, 78, 79, 80, 84, 85, 86, 87, 100, 103, 104, 105, 106, 109, 110, 111, 114, 115, 117, 118, 119, 120, 123, 125, 126, 137, 147, 149, 153, 174, 176, 177, 183, 184, 187, 207, 212, 222, 223, 229, 297, 330, 339, 340, 343, 353, 397, 403, 410, 412, 414, 424, 427, 429, 433, 434, 435, 441, 449, 452, 463], "d0": [348, 375, 377], "d1": [348, 377], "d3": 77, "data": [1, 3, 4, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 44, 46, 47, 48, 49, 51, 52, 53, 54, 58, 59, 60, 62, 63, 64, 65, 66, 67, 68, 69, 71, 74, 75, 76, 79, 82, 83, 84, 85, 87, 88, 89, 91, 92, 93, 94, 95, 96, 98, 100, 101, 103, 105, 107, 109, 110, 113, 114, 115, 117, 119, 121, 123, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 154, 155, 157, 158, 159, 160, 161, 162, 164, 169, 170, 171, 180, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 207, 209, 210, 211, 215, 216, 217, 219, 220, 221, 224, 225, 226, 227, 228, 230, 284, 313, 326, 328, 329, 331, 333, 334, 337, 338, 339, 341, 343, 344, 346, 347, 348, 349, 350, 352, 355, 356, 357, 358, 359, 360, 361, 362, 363, 367, 370, 371, 373, 374, 375, 376, 377, 378, 380, 381, 382, 383, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 410, 411, 412, 415, 416, 417, 418, 421, 422, 423, 424, 425, 426, 430, 431, 432, 435, 437, 445, 446, 450, 452, 453, 454, 455, 456, 467], "datatyp": [87, 182], "date": 4, "datetim": 87, "datetime_as_str": 6, "datetime_data": 6, "dcmake_c_compil": 4, "dcmake_cxx_compil": 4, "ddof": [69, 85, 228, 230, 320, 327, 425, 450], "decai": 361, "decim": [31, 85, 121, 314, 406, 409], "decomposit": [172, 179, 182, 185, 189, 467], "decompress": 193, "decreas": 82, "decreasingli": 10, "def": 0, "default": [3, 10, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 79, 80, 81, 82, 83, 85, 87, 88, 89, 90, 91, 92, 93, 95, 96, 98, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 116, 118, 120, 124, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 151, 152, 154, 155, 158, 159, 160, 161, 162, 169, 170, 171, 172, 173, 176, 178, 180, 182, 183, 184, 185, 186, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 284, 289, 297, 328, 329, 331, 332, 333, 334, 336, 338, 339, 340, 341, 343, 346, 347, 348, 352, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 386, 387, 389, 392, 397, 399, 400, 401, 402, 403, 405, 406, 407, 408, 409, 410, 411, 412, 413, 415, 416, 417, 418, 419, 421, 422, 424, 425, 426, 427, 429, 431, 432, 433, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 448, 449, 450, 452, 453, 454, 455, 463], "default_rng": 6, "defg": 90, "defici": 182, "defin": [10, 70, 87, 92, 129, 130, 139, 145, 146, 209, 215, 334, 338, 455, 463], "definit": [70, 102, 107, 108, 112, 113, 116, 127, 172], "deg": [18, 347], "deg2rad": [6, 346, 347, 448], "degre": [6, 18, 74, 228, 230, 346, 347, 390, 425, 448, 450, 471], "delet": 6, "delta": [10, 228, 230, 425, 448, 450], "demonstr": [0, 4, 87], "dens": [152, 213], "densiti": 145, "depend": [4, 80, 101, 107, 113, 176, 180, 186, 188, 189, 192, 227, 229, 413, 453], "deprec": 6, "deprecate_with_doc": 6, "depth": [57, 58, 86, 147, 410, 424, 452], "deriv": 142, "descend": 189, "descr": 87, "describ": [71, 87, 205, 400, 467], "descript": [71, 87, 145, 205, 400, 463], "design": 10, "desir": [20, 32, 34, 35, 36, 38, 39, 51, 91, 92, 100, 108, 138, 139, 140, 149, 192, 204, 333, 334, 434, 437, 454, 455], "destin": [58, 147, 218, 343, 344, 410, 424, 430, 452], "det": [6, 187], "detail": [31, 132, 409, 439, 440, 443, 444, 463], "determin": [13, 18, 21, 22, 23, 24, 25, 26, 27, 46, 48, 49, 53, 63, 66, 67, 74, 75, 83, 95, 96, 98, 128, 129, 130, 131, 134, 135, 137, 148, 167, 169, 174, 180, 186, 187, 194, 195, 196, 197, 198, 199, 207, 209, 215, 216, 219, 329, 339, 346, 347, 399, 401, 405, 411, 415, 417, 418, 421, 422, 426, 431, 432, 435, 445, 446], "devel": 4, "develop": [3, 4], "deviat": [85, 210, 225, 228, 230, 320, 348, 363, 370, 425, 450], "devic": [0, 2, 3, 20, 32, 34, 35, 36, 37, 38, 40, 44, 62, 71, 76, 77, 79, 85, 91, 92, 100, 101, 104, 118, 132, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 205, 206, 207, 210, 213, 225, 228, 230, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 400, 423, 425, 437, 439, 443, 449, 450, 454, 455], "df": [352, 368, 390, 391], "dfden": [356, 369], "dfnum": [356, 369], "dft": [10, 102, 107, 108, 112, 113, 116], "di": [77, 78], "diag": [6, 79, 80, 89, 100, 125, 126, 149, 175, 177, 189, 435], "diag_indic": [6, 78, 120], "diag_indices_from": [6, 77, 120], "diagflat": [6, 76, 80, 435], "diagon": [6, 76, 77, 78, 79, 85, 89, 100, 120, 149, 172, 176, 177, 178, 206, 325, 435, 437, 438, 439, 440, 442, 443, 444, 463], "dice": 365, "dictionari": 87, "diff": [6, 73, 88, 142, 145], "differ": [3, 10, 15, 20, 32, 34, 35, 36, 38, 44, 62, 71, 73, 76, 79, 81, 85, 87, 88, 91, 92, 100, 104, 108, 111, 118, 121, 125, 126, 133, 134, 135, 136, 138, 139, 140, 142, 149, 155, 178, 192, 193, 204, 205, 207, 213, 289, 332, 333, 334, 337, 339, 344, 400, 426, 430, 437, 439, 443, 448, 449, 454, 455, 467], "digit": [6, 10, 121, 145], "dim": 15, "dimens": [14, 19, 28, 29, 32, 41, 42, 43, 44, 57, 58, 64, 68, 69, 70, 77, 80, 81, 85, 87, 97, 125, 126, 142, 147, 152, 153, 182, 184, 186, 205, 208, 210, 212, 213, 214, 218, 220, 221, 224, 225, 226, 227, 228, 229, 230, 297, 305, 316, 330, 332, 340, 344, 348, 378, 380, 381, 383, 400, 403, 414, 423, 424, 425, 427, 428, 429, 430, 434, 435, 439, 440, 443, 444, 450, 463, 467], "dimension": [2, 4, 30, 61, 65, 68, 71, 77, 78, 79, 80, 81, 82, 85, 89, 102, 103, 105, 107, 108, 109, 110, 113, 114, 115, 116, 117, 119, 120, 133, 134, 136, 142, 152, 180, 186, 190, 191, 205, 208, 212, 213, 214, 220, 221, 224, 226, 228, 230, 319, 332, 335, 340, 400, 419, 425, 427, 429, 434, 450, 451, 456], "direct": [10, 70, 81, 102, 107, 108, 112, 113, 116, 125, 126, 142, 329], "directli": [87, 135, 152, 204, 330, 430], "directori": 141, "dirichlet": 6, "discard": 446, "discont": 448, "discontinu": 448, "discret": [3, 10, 61, 65, 73, 81, 88, 102, 103, 104, 108, 109, 110, 113, 114, 115, 116, 117, 118, 119, 142, 348, 456], "disp": 6, "dispers": 393, "displac": [85, 321], "distanc": 142, "distinct": [129, 130, 209, 215], "distinguish": 87, "distribut": [3, 4, 204, 348, 349, 350, 352, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 375, 376, 377, 379, 380, 382, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 467], "divid": [6, 86, 128, 131, 216, 401, 445], "divis": [83, 128, 131, 216, 339, 401, 445, 446], "divisor": [228, 230, 425, 450], "divmod": [6, 463], "dlpack": 132, "dmlc": 132, "dn": [348, 375, 377], "do": [3, 4, 87, 206, 350, 408], "docstr": 463, "document": [0, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 290, 291, 292, 297, 298, 299, 301, 302, 303, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 318, 319, 320, 322, 323, 324, 325, 326, 327, 328, 329, 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35, 36, 37, 38, 40, 62, 76, 77, 79, 85, 91, 92, 100, 104, 118, 133, 134, 135, 136, 137, 138, 139, 140, 149, 152, 192, 193, 204, 206, 213, 220, 221, 224, 226, 227, 284, 332, 333, 334, 342, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455], "dpnp": [0, 2, 3, 4, 10, 456, 463, 467, 468, 471], "dpnp_arrai": [20, 32, 34, 35, 36, 38, 40, 62, 76, 77, 79, 91, 92, 100, 104, 118, 121, 132, 133, 134, 135, 136, 137, 138, 139, 140, 149, 150, 152, 192, 193, 204, 206, 213, 231, 284, 332, 333, 334, 348, 370, 375, 376, 377, 378, 379, 380, 381, 383, 384, 389, 392, 437, 439, 443, 449, 454, 455, 456], "dpnp_iface_arraycr": [213, 332], "draw": [348, 349, 350, 352, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 373, 374, 376, 382, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395], "drawn": [348, 349, 350, 352, 355, 356, 357, 358, 359, 360, 361, 362, 363, 365, 366, 367, 370, 371, 373, 374, 376, 379, 382, 388, 389, 390, 391, 392, 393, 394, 395, 396, 413], "drill": [350, 367], "driver": 2, "drop": [3, 87], "dsplit": [6, 58, 86], "dst": 64, "dstack": [6, 57, 58, 147, 410, 424, 452], "dt": 87, "dt2": 87, "dtype": [0, 9, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 32, 34, 35, 36, 37, 38, 40, 44, 46, 47, 48, 49, 52, 53, 54, 58, 59, 60, 63, 66, 67, 69, 71, 72, 73, 74, 75, 77, 83, 85, 89, 91, 92, 93, 95, 96, 98, 100, 101, 102, 107, 108, 112, 113, 116, 120, 121, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 147, 148, 149, 150, 151, 152, 154, 158, 159, 160, 161, 162, 169, 170, 171, 183, 189, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 207, 208, 209, 210, 214, 215, 216, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 284, 290, 291, 302, 308, 320, 322, 325, 327, 328, 329, 331, 333, 334, 338, 339, 340, 341, 346, 347, 348, 370, 376, 392, 399, 400, 401, 404, 405, 406, 409, 410, 411, 415, 416, 417, 418, 420, 421, 422, 424, 425, 426, 427, 429, 431, 432, 435, 437, 438, 442, 445, 446, 450, 452, 454, 455, 463], "due": 116, "dump": 6, "dx": 142, "dy": 142, "dz": 142, "e": [9, 10, 22, 24, 71, 72, 80, 87, 91, 92, 97, 100, 107, 113, 116, 134, 138, 139, 142, 149, 169, 175, 187, 190, 194, 333, 334, 348, 402, 428, 437, 454, 455], "ea": 90, "each": [0, 11, 12, 13, 18, 21, 22, 23, 24, 25, 26, 27, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 53, 54, 59, 60, 63, 66, 67, 72, 73, 77, 80, 82, 83, 85, 87, 90, 93, 95, 96, 98, 107, 113, 125, 126, 127, 128, 131, 135, 142, 143, 144, 145, 146, 151, 154, 158, 159, 160, 169, 170, 171, 175, 176, 177, 178, 180, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 207, 216, 218, 219, 314, 316, 328, 330, 331, 338, 339, 341, 344, 350, 367, 398, 399, 401, 402, 405, 406, 407, 409, 411, 415, 416, 417, 418, 421, 422, 424, 426, 430, 431, 432, 434, 439, 440, 443, 444, 445, 446, 463], "easier": 429, "easiest": 4, "easili": [0, 146], "edg": [56, 82, 145, 146], "edge_ord": 142, "ediff1d": [6, 81, 142], "effect": [90, 129, 130, 209, 215, 339, 448], "effici": [10, 102, 116, 134, 182, 185, 189], "efgh": 90, "eig": [6, 176, 177, 178], "eigenvalu": [175, 176, 177, 178, 467], "eigenvector": [175, 176, 177, 178], "eigh": [6, 175, 177, 178], "eigval": [6, 175, 176, 178], "eigvalsh": [6, 175, 176, 177], "einstein": [84, 89, 90, 153, 191, 207, 335, 433], "einsum": [6, 84, 90, 153, 191, 207, 335, 433], "einsum_path": [6, 89], "either": [38, 44, 71, 80, 87, 103, 105, 107, 109, 110, 113, 114, 115, 117, 119, 120, 142, 153, 176, 178, 184, 186, 205, 220, 221, 224, 226, 227, 229, 400, 412, 430], "element": [4, 10, 11, 12, 13, 14, 15, 18, 19, 21, 22, 23, 24, 25, 26, 27, 30, 31, 33, 44, 45, 46, 47, 48, 49, 53, 54, 56, 59, 60, 63, 64, 66, 67, 71, 72, 73, 78, 80, 81, 82, 83, 85, 87, 88, 90, 93, 95, 96, 98, 99, 100, 101, 116, 120, 123, 124, 125, 126, 127, 128, 129, 130, 131, 137, 142, 143, 144, 145, 146, 148, 149, 151, 152, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 169, 170, 171, 172, 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225, 226, 228, 230, 400, 425, 450], "entri": [85, 87, 91, 99, 107, 113, 120, 124, 125, 126, 319, 423], "env": 4, "environ": 4, "ep": [121, 182, 329], "epsilon": 182, "epsneg": 121, "equal": [6, 14, 15, 19, 33, 44, 58, 65, 69, 73, 85, 100, 140, 142, 143, 144, 145, 146, 147, 155, 157, 164, 166, 169, 170, 171, 181, 185, 186, 191, 192, 204, 216, 307, 331, 348, 358, 392, 401, 405, 406, 409, 410, 415, 423, 424, 437, 439, 443, 452], "equal_nan": [15, 33, 155], "equat": [180, 188, 190, 191, 467], "equiv": [40, 52, 58, 64, 85, 89, 147, 181, 207, 284, 410, 424, 452], "equival": [10, 13, 14, 16, 17, 19, 28, 29, 30, 31, 44, 62, 70, 71, 74, 75, 83, 84, 85, 86, 90, 97, 99, 123, 129, 130, 131, 190, 205, 216, 219, 238, 279, 280, 292, 313, 326, 330, 335, 338, 346, 347, 348, 376, 400, 401, 403, 409, 414, 419, 426, 427, 429, 433, 436, 445, 463], "error": [71, 94, 107, 112, 175, 205, 400, 423, 456, 463], "essenti": 4, "estim": [69, 146, 350, 367], "et": 10, "etc": [10, 87, 367], "eturn": 99, "euclidean": 180, "euler_gamma": 9, "evalu": [14, 15, 19, 85, 89, 90, 93, 157, 164, 191, 212, 279, 280, 335, 433, 463], "even": [10, 87, 104, 106, 107, 108, 111, 112, 113, 116, 118, 157, 164, 406, 409], "evenli": [20, 140, 192, 204, 406], "event": 199, "everi": [344, 430], "everywher": 113, "exact": [99, 183, 337], "exactli": [10, 39, 137, 348, 376], "examin": 180, "exampl": [2, 3, 11, 12, 13, 14, 15, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 34, 35, 36, 37, 38, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 104, 106, 107, 108, 111, 112, 113, 116, 118, 120, 123, 124, 125, 126, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 140, 142, 143, 144, 145, 146, 147, 148, 149, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 168, 169, 170, 171, 172, 173, 174, 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30, 32, 34, 35, 36, 38, 46, 47, 48, 49, 50, 51, 53, 54, 56, 58, 59, 60, 62, 63, 66, 67, 74, 75, 81, 82, 83, 84, 85, 91, 92, 93, 95, 96, 98, 100, 127, 128, 129, 130, 131, 133, 134, 135, 136, 137, 138, 139, 143, 144, 147, 148, 149, 154, 158, 159, 160, 169, 170, 171, 183, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 207, 208, 209, 210, 214, 215, 216, 219, 224, 225, 226, 227, 228, 229, 230, 284, 316, 328, 329, 331, 333, 334, 338, 339, 340, 341, 346, 347, 399, 401, 402, 403, 405, 406, 411, 415, 416, 417, 418, 419, 421, 422, 425, 426, 427, 431, 432, 445, 446, 450, 454, 455], "exclud": [11, 12, 192, 348, 392], "exclus": [348, 376], "execut": [3, 4, 34, 35, 65, 69, 88, 94, 103, 105, 109, 110, 114, 115, 117, 119, 135, 211, 217, 227, 351, 353, 354, 364, 369, 385], "executor": 0, "exist": [10, 57, 58, 86, 87, 97, 147, 403, 410, 424, 452, 467], "exp": [6, 10, 96, 98, 102, 187, 196, 198, 205], "exp2": [6, 95, 98], "expand": [81, 97], "expand_dim": [6, 28, 29], "expect": [4, 11, 12, 13, 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