diff --git a/.azure-pipelines/azure-pipelines-linux.yml b/.azure-pipelines/azure-pipelines-linux.yml
index a054f8c..94ea00c 100755
--- a/.azure-pipelines/azure-pipelines-linux.yml
+++ b/.azure-pipelines/azure-pipelines-linux.yml
@@ -8,52 +8,52 @@ jobs:
     vmImage: ubuntu-latest
   strategy:
     matrix:
-      linux_64_numpy1.22python3.10.____cpython:
-        CONFIG: linux_64_numpy1.22python3.10.____cpython
+      linux_64_python3.10.____cpython:
+        CONFIG: linux_64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_numpy1.22python3.9.____cpython:
-        CONFIG: linux_64_numpy1.22python3.9.____cpython
+      linux_64_python3.11.____cpython:
+        CONFIG: linux_64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_numpy1.23python3.11.____cpython:
-        CONFIG: linux_64_numpy1.23python3.11.____cpython
+      linux_64_python3.12.____cpython:
+        CONFIG: linux_64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_64_numpy1.26python3.12.____cpython:
-        CONFIG: linux_64_numpy1.26python3.12.____cpython
+      linux_64_python3.9.____cpython:
+        CONFIG: linux_64_python3.9.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_aarch64_numpy1.22python3.10.____cpython:
-        CONFIG: linux_aarch64_numpy1.22python3.10.____cpython
+      linux_aarch64_python3.10.____cpython:
+        CONFIG: linux_aarch64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_aarch64_numpy1.22python3.9.____cpython:
-        CONFIG: linux_aarch64_numpy1.22python3.9.____cpython
+      linux_aarch64_python3.11.____cpython:
+        CONFIG: linux_aarch64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_aarch64_numpy1.23python3.11.____cpython:
-        CONFIG: linux_aarch64_numpy1.23python3.11.____cpython
+      linux_aarch64_python3.12.____cpython:
+        CONFIG: linux_aarch64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_aarch64_numpy1.26python3.12.____cpython:
-        CONFIG: linux_aarch64_numpy1.26python3.12.____cpython
+      linux_aarch64_python3.9.____cpython:
+        CONFIG: linux_aarch64_python3.9.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_ppc64le_numpy1.22python3.10.____cpython:
-        CONFIG: linux_ppc64le_numpy1.22python3.10.____cpython
+      linux_ppc64le_python3.10.____cpython:
+        CONFIG: linux_ppc64le_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_ppc64le_numpy1.22python3.9.____cpython:
-        CONFIG: linux_ppc64le_numpy1.22python3.9.____cpython
+      linux_ppc64le_python3.11.____cpython:
+        CONFIG: linux_ppc64le_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_ppc64le_numpy1.23python3.11.____cpython:
-        CONFIG: linux_ppc64le_numpy1.23python3.11.____cpython
+      linux_ppc64le_python3.12.____cpython:
+        CONFIG: linux_ppc64le_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
-      linux_ppc64le_numpy1.26python3.12.____cpython:
-        CONFIG: linux_ppc64le_numpy1.26python3.12.____cpython
+      linux_ppc64le_python3.9.____cpython:
+        CONFIG: linux_ppc64le_python3.9.____cpython
         UPLOAD_PACKAGES: 'True'
         DOCKER_IMAGE: quay.io/condaforge/linux-anvil-x86_64:alma9
   timeoutInMinutes: 360
diff --git a/.azure-pipelines/azure-pipelines-osx.yml b/.azure-pipelines/azure-pipelines-osx.yml
index b007a63..5f820ea 100755
--- a/.azure-pipelines/azure-pipelines-osx.yml
+++ b/.azure-pipelines/azure-pipelines-osx.yml
@@ -8,29 +8,29 @@ jobs:
     vmImage: macOS-13
   strategy:
     matrix:
-      osx_64_numpy1.22python3.10.____cpython:
-        CONFIG: osx_64_numpy1.22python3.10.____cpython
+      osx_64_python3.10.____cpython:
+        CONFIG: osx_64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_64_numpy1.22python3.9.____cpython:
-        CONFIG: osx_64_numpy1.22python3.9.____cpython
+      osx_64_python3.11.____cpython:
+        CONFIG: osx_64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_64_numpy1.23python3.11.____cpython:
-        CONFIG: osx_64_numpy1.23python3.11.____cpython
+      osx_64_python3.12.____cpython:
+        CONFIG: osx_64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_64_numpy1.26python3.12.____cpython:
-        CONFIG: osx_64_numpy1.26python3.12.____cpython
+      osx_64_python3.9.____cpython:
+        CONFIG: osx_64_python3.9.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_arm64_numpy1.22python3.10.____cpython:
-        CONFIG: osx_arm64_numpy1.22python3.10.____cpython
+      osx_arm64_python3.10.____cpython:
+        CONFIG: osx_arm64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_arm64_numpy1.22python3.9.____cpython:
-        CONFIG: osx_arm64_numpy1.22python3.9.____cpython
+      osx_arm64_python3.11.____cpython:
+        CONFIG: osx_arm64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_arm64_numpy1.23python3.11.____cpython:
-        CONFIG: osx_arm64_numpy1.23python3.11.____cpython
+      osx_arm64_python3.12.____cpython:
+        CONFIG: osx_arm64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
-      osx_arm64_numpy1.26python3.12.____cpython:
-        CONFIG: osx_arm64_numpy1.26python3.12.____cpython
+      osx_arm64_python3.9.____cpython:
+        CONFIG: osx_arm64_python3.9.____cpython
         UPLOAD_PACKAGES: 'True'
   timeoutInMinutes: 360
   variables: {}
diff --git a/.azure-pipelines/azure-pipelines-win.yml b/.azure-pipelines/azure-pipelines-win.yml
index 9473b2b..8a6d3fd 100755
--- a/.azure-pipelines/azure-pipelines-win.yml
+++ b/.azure-pipelines/azure-pipelines-win.yml
@@ -8,17 +8,17 @@ jobs:
     vmImage: windows-2022
   strategy:
     matrix:
-      win_64_numpy1.22python3.10.____cpython:
-        CONFIG: win_64_numpy1.22python3.10.____cpython
+      win_64_python3.10.____cpython:
+        CONFIG: win_64_python3.10.____cpython
         UPLOAD_PACKAGES: 'True'
-      win_64_numpy1.22python3.9.____cpython:
-        CONFIG: win_64_numpy1.22python3.9.____cpython
+      win_64_python3.11.____cpython:
+        CONFIG: win_64_python3.11.____cpython
         UPLOAD_PACKAGES: 'True'
-      win_64_numpy1.23python3.11.____cpython:
-        CONFIG: win_64_numpy1.23python3.11.____cpython
+      win_64_python3.12.____cpython:
+        CONFIG: win_64_python3.12.____cpython
         UPLOAD_PACKAGES: 'True'
-      win_64_numpy1.26python3.12.____cpython:
-        CONFIG: win_64_numpy1.26python3.12.____cpython
+      win_64_python3.9.____cpython:
+        CONFIG: win_64_python3.9.____cpython
         UPLOAD_PACKAGES: 'True'
   timeoutInMinutes: 360
   variables:
diff --git a/.ci_support/linux_64_numpy1.22python3.10.____cpython.yaml b/.ci_support/linux_64_python3.10.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_numpy1.22python3.10.____cpython.yaml
rename to .ci_support/linux_64_python3.10.____cpython.yaml
index fa48ad6..468abc9 100644
--- a/.ci_support/linux_64_numpy1.22python3.10.____cpython.yaml
+++ b/.ci_support/linux_64_python3.10.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_64_numpy1.23python3.11.____cpython.yaml b/.ci_support/linux_64_python3.11.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_numpy1.23python3.11.____cpython.yaml
rename to .ci_support/linux_64_python3.11.____cpython.yaml
index 74f4930..3ab27cd 100644
--- a/.ci_support/linux_64_numpy1.23python3.11.____cpython.yaml
+++ b/.ci_support/linux_64_python3.11.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.23'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_64_numpy1.26python3.12.____cpython.yaml b/.ci_support/linux_64_python3.12.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_numpy1.26python3.12.____cpython.yaml
rename to .ci_support/linux_64_python3.12.____cpython.yaml
index b8480d2..61ee7e3 100644
--- a/.ci_support/linux_64_numpy1.26python3.12.____cpython.yaml
+++ b/.ci_support/linux_64_python3.12.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.26'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_64_numpy1.22python3.9.____cpython.yaml b/.ci_support/linux_64_python3.9.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_64_numpy1.22python3.9.____cpython.yaml
rename to .ci_support/linux_64_python3.9.____cpython.yaml
index d839829..d886754 100644
--- a/.ci_support/linux_64_numpy1.22python3.9.____cpython.yaml
+++ b/.ci_support/linux_64_python3.9.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_aarch64_numpy1.22python3.10.____cpython.yaml b/.ci_support/linux_aarch64_python3.10.____cpython.yaml
similarity index 98%
rename from .ci_support/linux_aarch64_numpy1.22python3.10.____cpython.yaml
rename to .ci_support/linux_aarch64_python3.10.____cpython.yaml
index 4ae5d96..bccf921 100644
--- a/.ci_support/linux_aarch64_numpy1.22python3.10.____cpython.yaml
+++ b/.ci_support/linux_aarch64_python3.10.____cpython.yaml
@@ -19,7 +19,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_aarch64_numpy1.23python3.11.____cpython.yaml b/.ci_support/linux_aarch64_python3.11.____cpython.yaml
similarity index 98%
rename from .ci_support/linux_aarch64_numpy1.23python3.11.____cpython.yaml
rename to .ci_support/linux_aarch64_python3.11.____cpython.yaml
index d33c152..d37bad8 100644
--- a/.ci_support/linux_aarch64_numpy1.23python3.11.____cpython.yaml
+++ b/.ci_support/linux_aarch64_python3.11.____cpython.yaml
@@ -19,7 +19,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.23'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_aarch64_numpy1.26python3.12.____cpython.yaml b/.ci_support/linux_aarch64_python3.12.____cpython.yaml
similarity index 98%
rename from .ci_support/linux_aarch64_numpy1.26python3.12.____cpython.yaml
rename to .ci_support/linux_aarch64_python3.12.____cpython.yaml
index db37941..4c6a7a4 100644
--- a/.ci_support/linux_aarch64_numpy1.26python3.12.____cpython.yaml
+++ b/.ci_support/linux_aarch64_python3.12.____cpython.yaml
@@ -19,7 +19,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.26'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_aarch64_numpy1.22python3.9.____cpython.yaml b/.ci_support/linux_aarch64_python3.9.____cpython.yaml
similarity index 98%
rename from .ci_support/linux_aarch64_numpy1.22python3.9.____cpython.yaml
rename to .ci_support/linux_aarch64_python3.9.____cpython.yaml
index 145a8b4..8323cb6 100644
--- a/.ci_support/linux_aarch64_numpy1.22python3.9.____cpython.yaml
+++ b/.ci_support/linux_aarch64_python3.9.____cpython.yaml
@@ -19,7 +19,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_ppc64le_numpy1.22python3.10.____cpython.yaml b/.ci_support/linux_ppc64le_python3.10.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_ppc64le_numpy1.22python3.10.____cpython.yaml
rename to .ci_support/linux_ppc64le_python3.10.____cpython.yaml
index 1eb2a5d..45b7bc0 100644
--- a/.ci_support/linux_ppc64le_numpy1.22python3.10.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_python3.10.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_ppc64le_numpy1.23python3.11.____cpython.yaml b/.ci_support/linux_ppc64le_python3.11.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_ppc64le_numpy1.23python3.11.____cpython.yaml
rename to .ci_support/linux_ppc64le_python3.11.____cpython.yaml
index d1e5fbb..3931457 100644
--- a/.ci_support/linux_ppc64le_numpy1.23python3.11.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_python3.11.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.23'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_ppc64le_numpy1.26python3.12.____cpython.yaml b/.ci_support/linux_ppc64le_python3.12.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_ppc64le_numpy1.26python3.12.____cpython.yaml
rename to .ci_support/linux_ppc64le_python3.12.____cpython.yaml
index 9e4d053..9347a00 100644
--- a/.ci_support/linux_ppc64le_numpy1.26python3.12.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_python3.12.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.26'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/linux_ppc64le_numpy1.22python3.9.____cpython.yaml b/.ci_support/linux_ppc64le_python3.9.____cpython.yaml
similarity index 97%
rename from .ci_support/linux_ppc64le_numpy1.22python3.9.____cpython.yaml
rename to .ci_support/linux_ppc64le_python3.9.____cpython.yaml
index 07c17d7..9ded6d7 100644
--- a/.ci_support/linux_ppc64le_numpy1.22python3.9.____cpython.yaml
+++ b/.ci_support/linux_ppc64le_python3.9.____cpython.yaml
@@ -15,7 +15,7 @@ cxx_compiler_version:
 docker_image:
 - quay.io/condaforge/linux-anvil-x86_64:alma9
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_64_numpy1.22python3.10.____cpython.yaml b/.ci_support/osx_64_python3.10.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_64_numpy1.22python3.10.____cpython.yaml
rename to .ci_support/osx_64_python3.10.____cpython.yaml
index 71dbc44..0c9f7c3 100644
--- a/.ci_support/osx_64_numpy1.22python3.10.____cpython.yaml
+++ b/.ci_support/osx_64_python3.10.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - x86_64-apple-darwin13.4.0
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_64_numpy1.23python3.11.____cpython.yaml b/.ci_support/osx_64_python3.11.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_64_numpy1.23python3.11.____cpython.yaml
rename to .ci_support/osx_64_python3.11.____cpython.yaml
index ca2591e..f9d2fa1 100644
--- a/.ci_support/osx_64_numpy1.23python3.11.____cpython.yaml
+++ b/.ci_support/osx_64_python3.11.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - x86_64-apple-darwin13.4.0
 numpy:
-- '1.23'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_64_numpy1.26python3.12.____cpython.yaml b/.ci_support/osx_64_python3.12.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_64_numpy1.26python3.12.____cpython.yaml
rename to .ci_support/osx_64_python3.12.____cpython.yaml
index 64883f9..b33561d 100644
--- a/.ci_support/osx_64_numpy1.26python3.12.____cpython.yaml
+++ b/.ci_support/osx_64_python3.12.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - x86_64-apple-darwin13.4.0
 numpy:
-- '1.26'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_64_numpy1.22python3.9.____cpython.yaml b/.ci_support/osx_64_python3.9.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_64_numpy1.22python3.9.____cpython.yaml
rename to .ci_support/osx_64_python3.9.____cpython.yaml
index 37f4667..6c5ff4b 100644
--- a/.ci_support/osx_64_numpy1.22python3.9.____cpython.yaml
+++ b/.ci_support/osx_64_python3.9.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - x86_64-apple-darwin13.4.0
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_arm64_numpy1.22python3.10.____cpython.yaml b/.ci_support/osx_arm64_python3.10.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_arm64_numpy1.22python3.10.____cpython.yaml
rename to .ci_support/osx_arm64_python3.10.____cpython.yaml
index 9f0b6bd..ac18d70 100644
--- a/.ci_support/osx_arm64_numpy1.22python3.10.____cpython.yaml
+++ b/.ci_support/osx_arm64_python3.10.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - arm64-apple-darwin20.0.0
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_arm64_numpy1.23python3.11.____cpython.yaml b/.ci_support/osx_arm64_python3.11.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_arm64_numpy1.23python3.11.____cpython.yaml
rename to .ci_support/osx_arm64_python3.11.____cpython.yaml
index 285a720..0e9aac3 100644
--- a/.ci_support/osx_arm64_numpy1.23python3.11.____cpython.yaml
+++ b/.ci_support/osx_arm64_python3.11.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - arm64-apple-darwin20.0.0
 numpy:
-- '1.23'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_arm64_numpy1.26python3.12.____cpython.yaml b/.ci_support/osx_arm64_python3.12.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_arm64_numpy1.26python3.12.____cpython.yaml
rename to .ci_support/osx_arm64_python3.12.____cpython.yaml
index 6696b13..2d403e2 100644
--- a/.ci_support/osx_arm64_numpy1.26python3.12.____cpython.yaml
+++ b/.ci_support/osx_arm64_python3.12.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - arm64-apple-darwin20.0.0
 numpy:
-- '1.26'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/osx_arm64_numpy1.22python3.9.____cpython.yaml b/.ci_support/osx_arm64_python3.9.____cpython.yaml
similarity index 98%
rename from .ci_support/osx_arm64_numpy1.22python3.9.____cpython.yaml
rename to .ci_support/osx_arm64_python3.9.____cpython.yaml
index d95ddd6..d30bd51 100644
--- a/.ci_support/osx_arm64_numpy1.22python3.9.____cpython.yaml
+++ b/.ci_support/osx_arm64_python3.9.____cpython.yaml
@@ -17,7 +17,7 @@ cxx_compiler_version:
 macos_machine:
 - arm64-apple-darwin20.0.0
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/win_64_numpy1.22python3.10.____cpython.yaml b/.ci_support/win_64_python3.10.____cpython.yaml
similarity index 97%
rename from .ci_support/win_64_numpy1.22python3.10.____cpython.yaml
rename to .ci_support/win_64_python3.10.____cpython.yaml
index 8a09b21..b626009 100644
--- a/.ci_support/win_64_numpy1.22python3.10.____cpython.yaml
+++ b/.ci_support/win_64_python3.10.____cpython.yaml
@@ -7,7 +7,7 @@ channel_targets:
 cxx_compiler:
 - vs2019
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/win_64_numpy1.23python3.11.____cpython.yaml b/.ci_support/win_64_python3.11.____cpython.yaml
similarity index 97%
rename from .ci_support/win_64_numpy1.23python3.11.____cpython.yaml
rename to .ci_support/win_64_python3.11.____cpython.yaml
index fb14928..971fee1 100644
--- a/.ci_support/win_64_numpy1.23python3.11.____cpython.yaml
+++ b/.ci_support/win_64_python3.11.____cpython.yaml
@@ -7,7 +7,7 @@ channel_targets:
 cxx_compiler:
 - vs2019
 numpy:
-- '1.23'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/win_64_numpy1.26python3.12.____cpython.yaml b/.ci_support/win_64_python3.12.____cpython.yaml
similarity index 97%
rename from .ci_support/win_64_numpy1.26python3.12.____cpython.yaml
rename to .ci_support/win_64_python3.12.____cpython.yaml
index 9e9c4c7..f41cac0 100644
--- a/.ci_support/win_64_numpy1.26python3.12.____cpython.yaml
+++ b/.ci_support/win_64_python3.12.____cpython.yaml
@@ -7,7 +7,7 @@ channel_targets:
 cxx_compiler:
 - vs2019
 numpy:
-- '1.26'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/.ci_support/win_64_numpy1.22python3.9.____cpython.yaml b/.ci_support/win_64_python3.9.____cpython.yaml
similarity index 97%
rename from .ci_support/win_64_numpy1.22python3.9.____cpython.yaml
rename to .ci_support/win_64_python3.9.____cpython.yaml
index 4f15167..b41b888 100644
--- a/.ci_support/win_64_numpy1.22python3.9.____cpython.yaml
+++ b/.ci_support/win_64_python3.9.____cpython.yaml
@@ -7,7 +7,7 @@ channel_targets:
 cxx_compiler:
 - vs2019
 numpy:
-- '1.22'
+- '2.0'
 pin_run_as_build:
   python:
     min_pin: x.x
diff --git a/README.md b/README.md
index ccc9dcf..e60dab0 100644
--- a/README.md
+++ b/README.md
@@ -35,171 +35,171 @@ Current build status
         <table>
           <thead><tr><th>Variant</th><th>Status</th></tr></thead>
           <tbody><tr>
-              <td>linux_64_numpy1.22python3.10.____cpython</td>
+              <td>linux_64_python3.10.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_numpy1.22python3.10.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_python3.10.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_64_numpy1.22python3.9.____cpython</td>
+              <td>linux_64_python3.11.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_numpy1.22python3.9.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_python3.11.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_64_numpy1.23python3.11.____cpython</td>
+              <td>linux_64_python3.12.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_numpy1.23python3.11.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_python3.12.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_64_numpy1.26python3.12.____cpython</td>
+              <td>linux_64_python3.9.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_numpy1.26python3.12.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_64_python3.9.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_numpy1.22python3.10.____cpython</td>
+              <td>linux_aarch64_python3.10.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_numpy1.22python3.10.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_python3.10.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_numpy1.22python3.9.____cpython</td>
+              <td>linux_aarch64_python3.11.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_numpy1.22python3.9.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_python3.11.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_numpy1.23python3.11.____cpython</td>
+              <td>linux_aarch64_python3.12.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_numpy1.23python3.11.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_python3.12.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_aarch64_numpy1.26python3.12.____cpython</td>
+              <td>linux_aarch64_python3.9.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_numpy1.26python3.12.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_aarch64_python3.9.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_numpy1.22python3.10.____cpython</td>
+              <td>linux_ppc64le_python3.10.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_numpy1.22python3.10.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_python3.10.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_numpy1.22python3.9.____cpython</td>
+              <td>linux_ppc64le_python3.11.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_numpy1.22python3.9.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_python3.11.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_numpy1.23python3.11.____cpython</td>
+              <td>linux_ppc64le_python3.12.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_numpy1.23python3.11.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_python3.12.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>linux_ppc64le_numpy1.26python3.12.____cpython</td>
+              <td>linux_ppc64le_python3.9.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_numpy1.26python3.12.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=linux&configuration=linux%20linux_ppc64le_python3.9.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_64_numpy1.22python3.10.____cpython</td>
+              <td>osx_64_python3.10.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_numpy1.22python3.10.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_python3.10.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_64_numpy1.22python3.9.____cpython</td>
+              <td>osx_64_python3.11.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_numpy1.22python3.9.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_python3.11.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_64_numpy1.23python3.11.____cpython</td>
+              <td>osx_64_python3.12.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_numpy1.23python3.11.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_python3.12.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_64_numpy1.26python3.12.____cpython</td>
+              <td>osx_64_python3.9.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_numpy1.26python3.12.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_64_python3.9.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_arm64_numpy1.22python3.10.____cpython</td>
+              <td>osx_arm64_python3.10.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_numpy1.22python3.10.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_python3.10.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_arm64_numpy1.22python3.9.____cpython</td>
+              <td>osx_arm64_python3.11.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_numpy1.22python3.9.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_python3.11.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_arm64_numpy1.23python3.11.____cpython</td>
+              <td>osx_arm64_python3.12.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_numpy1.23python3.11.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_python3.12.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>osx_arm64_numpy1.26python3.12.____cpython</td>
+              <td>osx_arm64_python3.9.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_numpy1.26python3.12.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=osx&configuration=osx%20osx_arm64_python3.9.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>win_64_numpy1.22python3.10.____cpython</td>
+              <td>win_64_python3.10.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_numpy1.22python3.10.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_python3.10.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>win_64_numpy1.22python3.9.____cpython</td>
+              <td>win_64_python3.11.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_numpy1.22python3.9.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_python3.11.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>win_64_numpy1.23python3.11.____cpython</td>
+              <td>win_64_python3.12.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_numpy1.23python3.11.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_python3.12.____cpython" alt="variant">
                 </a>
               </td>
             </tr><tr>
-              <td>win_64_numpy1.26python3.12.____cpython</td>
+              <td>win_64_python3.9.____cpython</td>
               <td>
                 <a href="https://dev.azure.com/conda-forge/feedstock-builds/_build/latest?definitionId=4919&branchName=main">
-                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_numpy1.26python3.12.____cpython" alt="variant">
+                  <img src="https://dev.azure.com/conda-forge/feedstock-builds/_apis/build/status/spacy-feedstock?branchName=main&jobName=win&configuration=win%20win_64_python3.9.____cpython" alt="variant">
                 </a>
               </td>
             </tr>