idanmoradarthas · idanmoradarthas · Feb 8, 2026 · Feb 8, 2026 · Feb 8, 2026 · Feb 9, 2026
diff --git a/README.md b/README.md
diff --git a/docs/source/conf.py b/docs/source/conf.py
@@ -10,11 +10,12 @@
 
 # -- Path setup --------------------------------------------------------------
 # If extensions (or modules to document with autodoc) are in another directory,
-# add these directories to sys.path here. If the directory is relative to the
-# documentation root, use os.path.abspath to make it absolute, like shown here.
-
+# add these directories to sys.path here. Use the project root so that
+# "import ds_utils" loads the source package (including ds_utils.preprocess
+# as a package with statistics/visualization submodules), not an installed copy.
+_project_root = Path(__file__).resolve().parents[2]
+sys.path.insert(0, str(_project_root))
 sys.path.insert(0, os.path.abspath("."))
-sys.path.insert(0, os.path.abspath("../../ds_utils"))
 
 # -- Project information -----------------------------------------------------
 

diff --git a/docs/source/index.rst b/docs/source/index.rst
@@ -11,8 +11,8 @@ visualizations for data science projects.
 
    installation
    math_utils
-   metrics
-   preprocess
+   metrics/index
+   preprocess/index
    strings
    unsupervised
    xai

diff --git a/docs/source/math_utils.rst b/docs/source/math_utils.rst
@@ -8,7 +8,7 @@ This module contains common methods that help calculate statistical values.
 Safe Percentile
 ***************
 
-.. autofunction:: math_utils::safe_percentile
+.. autofunction:: ds_utils.math_utils.safe_percentile
 
 .. highlight:: python
 

diff --git a/docs/source/metrics.rst b/docs/source/metrics.rst