Remove numba-scipy dependency

Author: ricardoV94

.github/workflows/test.yml

@@ -141,11 +141,7 @@ jobs:
         shell: bash -l {0}
         run: |
           mamba install --yes -q "python~=${PYTHON_VERSION}=*_cpython" mkl numpy scipy pip mkl-service graphviz cython pytest coverage pytest-cov pytest-benchmark pytest-mock sympy
-          # numba-scipy downgrades the installed scipy to 1.7.3 in Python 3.9, but
-          # not numpy, even though scipy 1.7 requires numpy<1.23. When installing
-          # PyTensor next, pip installs a lower version of numpy via the PyPI.
-          if [[ $INSTALL_NUMBA == "1" ]] && [[ $PYTHON_VERSION == "3.9" ]]; then mamba install --yes -q -c conda-forge "python~=${PYTHON_VERSION}=*_cpython" "numpy<1.23" "numba>=0.57" numba-scipy; fi
-          if [[ $INSTALL_NUMBA == "1" ]] && [[ $PYTHON_VERSION != "3.9" ]]; then mamba install --yes -q -c conda-forge "python~=${PYTHON_VERSION}=*_cpython" "numba>=0.57" numba-scipy; fi
+          if [[ $INSTALL_NUMBA == "1" ]]; then mamba install --yes -q -c conda-forge "python~=${PYTHON_VERSION}=*_cpython" "numba>=0.57"; fi
           if [[ $INSTALL_JAX == "1" ]]; then mamba install --yes -q -c conda-forge "python~=${PYTHON_VERSION}=*_cpython" jax jaxlib numpyro && pip install tensorflow-probability; fi
           pip install -e ./
           mamba list && pip freeze
@@ -199,7 +195,7 @@ jobs:
         - name: Install dependencies
           shell: bash -l {0}
           run: |
-            mamba install --yes -q -c conda-forge "python~=${PYTHON_VERSION}=*_cpython" mkl numpy scipy pip mkl-service cython pytest "numba>=0.57" numba-scipy jax jaxlib pytest-benchmark
+            mamba install --yes -q -c conda-forge "python~=${PYTHON_VERSION}=*_cpython" mkl numpy scipy pip mkl-service cython pytest "numba>=0.57" jax jaxlib pytest-benchmark
             pip install -e ./
             mamba list && pip freeze
             python -c 'import pytensor; print(pytensor.config.__str__(print_doc=False))'

environment.yml

@@ -23,7 +23,6 @@ dependencies:
   - libblas=*=*mkl
   # numba backend
   - numba>=0.57
-  - numba-scipy
   # For testing
   - coveralls
   - diff-cover

pyproject.toml

@@ -80,7 +80,7 @@ tests = [
 ]
 rtd = ["sphinx>=5.1.0,<6", "pygments", "pydot", "pydot2", "pydot-ng"]
 jax = ["jax", "jaxlib"]
-numba = ["numba>=0.55", "numba-scipy>=0.3.0"]
+numba = ["numba>=0.57"]
 
 [tool.setuptools.packages.find]
 include = ["pytensor*", "bin"]