From 7918334b05c0c13797d37f9c7f3b8dab2c6ffe51 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 00:14:51 +0100
Subject: [PATCH 01/16] Build python 3.13

---
 .github/workflows/build.yml | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ee7d4de..e9dec82 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -2,6 +2,7 @@ name: Build wheels
 
 on: 
   workflow_dispatch:
+  push:
 
 jobs:
   build_wheels:
@@ -28,7 +29,7 @@ jobs:
 
       - name: Build wheels
         env:
-          CIBW_BUILD: 'cp38-* cp39-* cp310-* cp311-* cp312-*'
+          CIBW_BUILD: 'cp38-* cp39-* cp310-* cp311-* cp312-* cp313-*'
           CIBW_ARCHS_MACOS: x86_64 arm64
           CIBW_SKIP: pp* *-musllinux_* *-manylinux_i686  # skip PyPy, musllinux, 32-bit Linux
         run: |
@@ -81,9 +82,9 @@ jobs:
           path: dist/
           
       # https://github.com/pypa/gh-action-pypi-publish
-      - name: Publish Python distribution to PyPI
-        uses: pypa/gh-action-pypi-publish@e53eb8b103ffcb59469888563dc324e3c8ba6f06
-        with:
-          skip-existing: true
-          user: __token__
-          password: ${{ secrets.PYPI_API_TOKEN }}
+#      - name: Publish Python distribution to PyPI
+#        uses: pypa/gh-action-pypi-publish@e53eb8b103ffcb59469888563dc324e3c8ba6f06
+#        with:
+#          skip-existing: true
+#          user: __token__
+#          password: ${{ secrets.PYPI_API_TOKEN }}

From d6ecc93e9e45ff01fe0355428a2b47e6f386226c Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 00:21:59 +0100
Subject: [PATCH 02/16] Added tests for python 3.13

---
 .github/workflows/test_base.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/test_base.yml b/.github/workflows/test_base.yml
index e015ad8..bce9fcd 100644
--- a/.github/workflows/test_base.yml
+++ b/.github/workflows/test_base.yml
@@ -2,6 +2,7 @@ name: Build & test
 
 on:
   workflow_call:
+  push:
 
 jobs:
   build:
@@ -10,7 +11,7 @@ jobs:
       fail-fast: false # Allow one of the matrix builds to fail without failing others
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
 
     steps:
       - name: Checkout

From 15dabfc01c9d6957d5ac3b56103f1b1c09833601 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 00:23:30 +0100
Subject: [PATCH 03/16] Added python 3.13 marker

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 499add5..6f8283f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,6 +19,7 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
 ]
 
 [project.urls]

From a5146f12dd905abcbec2abf76913bfe19d0beb64 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 00:31:23 +0100
Subject: [PATCH 04/16] Test building with 3.12

---
 .github/workflows/build.yml      | 4 ++--
 .github/workflows/build_docs.yml | 2 +-
 .readthedocs.yaml                | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index e9dec82..7768994 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -20,7 +20,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.11
+          python-version: 3.12
 
       - name: Install cibuildwheel
         run: |
@@ -53,7 +53,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.11
+          python-version: 3.12
 
       - name: Install build
         run: python -m pip install build
diff --git a/.github/workflows/build_docs.yml b/.github/workflows/build_docs.yml
index e8f7b14..6abbd65 100644
--- a/.github/workflows/build_docs.yml
+++ b/.github/workflows/build_docs.yml
@@ -15,7 +15,7 @@ jobs:
       - name: Setup python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.11
+          python-version: 3.12
 
       - name: Install packages
         run: |
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 774b067..09342d9 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -9,7 +9,7 @@ version: 2
 build:
   os: ubuntu-22.04
   tools:
-    python: "3.11"
+    python: "3.12"
 
 # Build documentation in the docs/ directory with Sphinx
 sphinx:

From dbdc8a5484290ba9dc1883eaa436fa6456bcd56c Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 00:38:39 +0100
Subject: [PATCH 05/16] Test building with 3.13

---
 .github/workflows/build.yml      | 4 ++--
 .github/workflows/build_docs.yml | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 7768994..01ebf46 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -20,7 +20,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.12
+          python-version: 3.13
 
       - name: Install cibuildwheel
         run: |
@@ -53,7 +53,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.12
+          python-version: 3.13
 
       - name: Install build
         run: python -m pip install build
diff --git a/.github/workflows/build_docs.yml b/.github/workflows/build_docs.yml
index 6abbd65..46ac378 100644
--- a/.github/workflows/build_docs.yml
+++ b/.github/workflows/build_docs.yml
@@ -15,7 +15,7 @@ jobs:
       - name: Setup python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.12
+          python-version: 3.13
 
       - name: Install packages
         run: |

From 2651a282504613f9a2ad2a19f717b3e2798671a3 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 00:40:11 +0100
Subject: [PATCH 06/16] Test building with 3.13

---
 .github/workflows/build.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 01ebf46..ed5e719 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -24,8 +24,8 @@ jobs:
 
       - name: Install cibuildwheel
         run: |
-          pip install --upgrade pip
-          pip install cibuildwheel==2.15.0
+          pip install --upgrade pip Cython setuptools wheel
+          pip install cibuildwheel==2.21.3
 
       - name: Build wheels
         env:

From b1b2224a63a3ce4df84e0221264e161f0e454ad6 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:13:24 +0100
Subject: [PATCH 07/16] Fixed some type conversion problems

---
 KDEpy/cutils_ext/cutils.pyx | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/KDEpy/cutils_ext/cutils.pyx b/KDEpy/cutils_ext/cutils.pyx
index 024b144..5901079 100644
--- a/KDEpy/cutils_ext/cutils.pyx
+++ b/KDEpy/cutils_ext/cutils.pyx
@@ -26,7 +26,7 @@ from libc.math cimport floor
 # for nor correctly handle negative indices
 
 # cdivision(True) -> If set to False, Cython will adjust the remainder and 
-# quotient operators C types to match those of Python ints (which differ 
+# quotient operators C types to match those of Pyethon ints (which differ
 # when the operands have opposite signs) and raise a ZeroDivisionError 
 # when the right operand is 0
 @cython.boundscheck(False)
@@ -213,7 +213,7 @@ def iterate_data_ND(double[:, :] data, double[:] result, long[:] grid_num,
     grid_num : number of grid points in each dimension
     obs_tot : total number of observations (grid points)
     binary_flgs : array of shape (dims, 2**dims), counting in binary
-                 this is used to to go every corner point efficiently
+                 this is used to go every corner point efficiently
     """
     cdef int obs, result_index, i, dims, corners, j, flg, corner, integer_xi
     cdef double corner_value, fraction
@@ -223,7 +223,7 @@ def iterate_data_ND(double[:, :] data, double[:] result, long[:] grid_num,
     obs, dims = data.shape[0], data.shape[1]
     
     # For every dimension, there are two directions to find corners in
-    corners = 2**dims
+    corners = int(2**dims)
 
     # Loop through every data point
     for i in range(obs):
@@ -246,11 +246,11 @@ def iterate_data_ND(double[:, :] data, double[:] result, long[:] grid_num,
             # Since we use flags to indicate x_1 or x_1 + 1, the following
             # code does the job:
             result_index = int(x_i[0])
-            result_index += 0**binary_flgs[corner, 0]
+            result_index += int(0**binary_flgs[corner, 0])
             for j in range(1, dims):
                 result_index *= grid_num[j]
                 integer_xi = <int> floor(x_i[j])
-                result_index += (integer_xi + 0**binary_flgs[corner, j])
+                result_index += (integer_xi + int(0**binary_flgs[corner, j]))
                 
             # (2) The value is found by
             # PROD_{i=0} (1 - frac(x[i))**flg * frac(x[i]) ** (1 - flg)
@@ -281,7 +281,7 @@ def iterate_data_ND_weighted(double[:, :] data, double[:] weights, double[:] res
     cdef double[:] x_i
     
     obs, dims = data.shape[0], data.shape[1]
-    corners = 2**dims
+    corners = int(2**dims)
     
     for i in range(obs):
         x_i = data[i, :]
@@ -290,11 +290,11 @@ def iterate_data_ND_weighted(double[:, :] data, double[:] weights, double[:] res
         for corner in range(corners):
             
             result_index = int(x_i[0])
-            result_index += 0**binary_flgs[corner, 0]
+            result_index += int(0**binary_flgs[corner, 0])
             for j in range(1, dims):
                 result_index *= grid_num[j]
                 integer_xi = <int> floor(x_i[j])
-                result_index += (integer_xi + 0**binary_flgs[corner, j])
+                result_index += (integer_xi + int(0**binary_flgs[corner, j]))
 
             corner_value = 1.0
             for j in range(dims):

From e8a1ec93083a846c35d6adae639ec33624527903 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:14:18 +0100
Subject: [PATCH 08/16] Reverted lots of version changes

---
 .github/workflows/build.yml      | 4 ++--
 .github/workflows/build_docs.yml | 2 +-
 .readthedocs.yaml                | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ed5e719..ac4e77f 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -20,7 +20,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.13
+          python-version: 3.11
 
       - name: Install cibuildwheel
         run: |
@@ -53,7 +53,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.13
+          python-version: 3.11
 
       - name: Install build
         run: python -m pip install build
diff --git a/.github/workflows/build_docs.yml b/.github/workflows/build_docs.yml
index 46ac378..e8f7b14 100644
--- a/.github/workflows/build_docs.yml
+++ b/.github/workflows/build_docs.yml
@@ -15,7 +15,7 @@ jobs:
       - name: Setup python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.13
+          python-version: 3.11
 
       - name: Install packages
         run: |
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 09342d9..774b067 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -9,7 +9,7 @@ version: 2
 build:
   os: ubuntu-22.04
   tools:
-    python: "3.12"
+    python: "3.11"
 
 # Build documentation in the docs/ directory with Sphinx
 sphinx:

From e86514e5635d1f26cc11faa01fa9ba4dbaa786c9 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:15:49 +0100
Subject: [PATCH 09/16] Changed compiler directive

---
 .github/workflows/test_base.yml | 2 +-
 setup.py                        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/test_base.yml b/.github/workflows/test_base.yml
index bce9fcd..2efbb96 100644
--- a/.github/workflows/test_base.yml
+++ b/.github/workflows/test_base.yml
@@ -25,7 +25,7 @@ jobs:
       - name: Install
         run: |
           pip install pip --upgrade
-          pip install -e .[dev,test,lint]
+          pip install -e .[dev,test,lint] --verbose
 
       - name: Run tests and linting
         run: |
diff --git a/setup.py b/setup.py
index 2f8460e..a848f2d 100644
--- a/setup.py
+++ b/setup.py
@@ -15,5 +15,5 @@
     packages=["KDEpy"],
     cmdclass={"build_ext": build_ext},
     include_dirs=[np.get_include()],
-    ext_modules=[Extension("KDEpy._cutils", ["KDEpy/cutils_ext/cutils.pyx"])],
+    ext_modules=[Extension("KDEpy._cutils", ["KDEpy/cutils_ext/cutils.pyx"], compiler_directives={"language_level": "3"},)], verbose=True
 )

From 4ff602d70f04b21147bbb3e4e911002406e8eade Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:20:49 +0100
Subject: [PATCH 10/16] Changed compiler level

---
 .github/workflows/build.yml | 2 +-
 pyproject.toml              | 3 +++
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index ac4e77f..e95f957 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -29,7 +29,7 @@ jobs:
 
       - name: Build wheels
         env:
-          CIBW_BUILD: 'cp38-* cp39-* cp310-* cp311-* cp312-* cp313-*'
+          CIBW_BUILD: 'cp312-* cp313-*'
           CIBW_ARCHS_MACOS: x86_64 arm64
           CIBW_SKIP: pp* *-musllinux_* *-manylinux_i686  # skip PyPy, musllinux, 32-bit Linux
         run: |
diff --git a/pyproject.toml b/pyproject.toml
index 6f8283f..f0ea6fe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,3 +46,6 @@ lint = [
 [build-system]
 requires = ["setuptools>=45", "wheel", "cython>=0.29,<1.0.0", "oldest-supported-numpy"]
 build-backend = "setuptools.build_meta"
+
+[tool.cython]
+language_level = "3"
\ No newline at end of file

From f02a8f4f0c963e8261e73c113077930a7116aae6 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:20:55 +0100
Subject: [PATCH 11/16] Changed compiler level

---
 .github/workflows/test_base.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test_base.yml b/.github/workflows/test_base.yml
index 2efbb96..a0f54a2 100644
--- a/.github/workflows/test_base.yml
+++ b/.github/workflows/test_base.yml
@@ -11,7 +11,7 @@ jobs:
       fail-fast: false # Allow one of the matrix builds to fail without failing others
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
+        python-version: ['3.12', '3.13'] #'3.8', '3.9', '3.10', '3.11',
 
     steps:
       - name: Checkout

From 523f2d11a82796f4e2f6d032035b2d459d00ee32 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:22:08 +0100
Subject: [PATCH 12/16] Changed compiler level

---
 .github/workflows/build.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index e95f957..69cdcd8 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -20,7 +20,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.11
+          python-version: 3.13
 
       - name: Install cibuildwheel
         run: |

From be9785396139dbdaf9d46582a82f3497ab4bbbc4 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:38:08 +0100
Subject: [PATCH 13/16] Update to cython

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index f0ea6fe..052746e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ lint = [
 ]
 
 [build-system]
-requires = ["setuptools>=45", "wheel", "cython>=0.29,<1.0.0", "oldest-supported-numpy"]
+requires = ["setuptools>=45", "wheel", "cython>=3.0,<4.0", "oldest-supported-numpy"]
 build-backend = "setuptools.build_meta"
 
 [tool.cython]

From 196c09ad85134be061a5d5debf4bd254c6483e34 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:44:59 +0100
Subject: [PATCH 14/16] Reverted experimental changes

---
 .github/workflows/build.yml     | 19 +++++++++----------
 .github/workflows/test_base.yml |  5 ++---
 pyproject.toml                  |  3 ---
 setup.py                        |  7 ++++++-
 4 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 69cdcd8..082e12d 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -2,7 +2,6 @@ name: Build wheels
 
 on: 
   workflow_dispatch:
-  push:
 
 jobs:
   build_wheels:
@@ -20,16 +19,16 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.13
+          python-version: 3.11
 
       - name: Install cibuildwheel
         run: |
-          pip install --upgrade pip Cython setuptools wheel
+          pip install --upgrade pip
           pip install cibuildwheel==2.21.3
 
       - name: Build wheels
         env:
-          CIBW_BUILD: 'cp312-* cp313-*'
+          CIBW_BUILD: 'cp38-* cp39-* cp310-* cp311-* cp312-* cp313-*'
           CIBW_ARCHS_MACOS: x86_64 arm64
           CIBW_SKIP: pp* *-musllinux_* *-manylinux_i686  # skip PyPy, musllinux, 32-bit Linux
         run: |
@@ -82,9 +81,9 @@ jobs:
           path: dist/
           
       # https://github.com/pypa/gh-action-pypi-publish
-#      - name: Publish Python distribution to PyPI
-#        uses: pypa/gh-action-pypi-publish@e53eb8b103ffcb59469888563dc324e3c8ba6f06
-#        with:
-#          skip-existing: true
-#          user: __token__
-#          password: ${{ secrets.PYPI_API_TOKEN }}
+      - name: Publish Python distribution to PyPI
+        uses: pypa/gh-action-pypi-publish@e53eb8b103ffcb59469888563dc324e3c8ba6f06
+        with:
+          skip-existing: true
+          user: __token__
+          password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.github/workflows/test_base.yml b/.github/workflows/test_base.yml
index a0f54a2..0fcb47d 100644
--- a/.github/workflows/test_base.yml
+++ b/.github/workflows/test_base.yml
@@ -2,7 +2,6 @@ name: Build & test
 
 on:
   workflow_call:
-  push:
 
 jobs:
   build:
@@ -11,7 +10,7 @@ jobs:
       fail-fast: false # Allow one of the matrix builds to fail without failing others
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ['3.12', '3.13'] #'3.8', '3.9', '3.10', '3.11',
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
 
     steps:
       - name: Checkout
@@ -25,7 +24,7 @@ jobs:
       - name: Install
         run: |
           pip install pip --upgrade
-          pip install -e .[dev,test,lint] --verbose
+          pip install -e .[dev,test,lint]
 
       - name: Run tests and linting
         run: |
diff --git a/pyproject.toml b/pyproject.toml
index 052746e..338e4f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,6 +46,3 @@ lint = [
 [build-system]
 requires = ["setuptools>=45", "wheel", "cython>=3.0,<4.0", "oldest-supported-numpy"]
 build-backend = "setuptools.build_meta"
-
-[tool.cython]
-language_level = "3"
\ No newline at end of file
diff --git a/setup.py b/setup.py
index a848f2d..d335590 100644
--- a/setup.py
+++ b/setup.py
@@ -7,13 +7,18 @@
 https://github.com/pypa/sampleproject
 """
 
+from Cython.Build import cythonize
 import numpy as np
 from Cython.Distutils import build_ext
 from setuptools import Extension, setup
 
+print("MEssage to mee")
+
 setup(
     packages=["KDEpy"],
     cmdclass={"build_ext": build_ext},
     include_dirs=[np.get_include()],
-    ext_modules=[Extension("KDEpy._cutils", ["KDEpy/cutils_ext/cutils.pyx"], compiler_directives={"language_level": "3"},)], verbose=True
+    ext_modules=cythonize(
+        [Extension("KDEpy._cutils", ["KDEpy/cutils_ext/cutils.pyx"])],
+    ),
 )

From 29f9ed1b49428cb1e1c7a61f01764ab8c484d65d Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 01:46:27 +0100
Subject: [PATCH 15/16] Reverted experimental changes

---
 setup.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/setup.py b/setup.py
index d335590..c854d92 100644
--- a/setup.py
+++ b/setup.py
@@ -12,8 +12,6 @@
 from Cython.Distutils import build_ext
 from setuptools import Extension, setup
 
-print("MEssage to mee")
-
 setup(
     packages=["KDEpy"],
     cmdclass={"build_ext": build_ext},

From c462b70f2639943c912363d9f611847891eb5aa2 Mon Sep 17 00:00:00 2001
From: Philipp Horstenkamp <philipp@horstenkamp.de>
Date: Tue, 29 Oct 2024 02:01:02 +0100
Subject: [PATCH 16/16] Update cutils.pyx

---
 KDEpy/cutils_ext/cutils.pyx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/KDEpy/cutils_ext/cutils.pyx b/KDEpy/cutils_ext/cutils.pyx
index 5901079..f03ce20 100644
--- a/KDEpy/cutils_ext/cutils.pyx
+++ b/KDEpy/cutils_ext/cutils.pyx
@@ -26,7 +26,7 @@ from libc.math cimport floor
 # for nor correctly handle negative indices
 
 # cdivision(True) -> If set to False, Cython will adjust the remainder and 
-# quotient operators C types to match those of Pyethon ints (which differ
+# quotient operators C types to match those of Python ints (which differ
 # when the operands have opposite signs) and raise a ZeroDivisionError 
 # when the right operand is 0
 @cython.boundscheck(False)
@@ -412,4 +412,4 @@ def grid_is_sorted(double[:, :] grid):
     if not grid_is_sorted(grid[row_start_index:, 1:]):
         return False
     
-    return True
\ No newline at end of file
+    return True