Merge branch 'main' into remove-varname

# Conflicts:
#	pymc/model_graph.py

Author: osyuksel

.github/workflows/publish-release-notes-to-discourse.yml

@@ -0,0 +1,36 @@
+name: Publish Release Notes to Discourse
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  publish-to-discourse:
+    environment: discourse
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.11"
+
+      - name: Install dependencies
+        run: pip install requests
+
+      - name: Publish release to Discourse
+        env:
+          DISCOURSE_API_KEY: ${{ secrets.DISCOURSE_API_KEY }}
+          DISCOURSE_USERNAME: "pymc-bot"
+          DISCOURSE_URL: "https://discourse.pymc.io"
+          DISCOURSE_CATEGORY: "Development"
+          RELEASE_TAG: ${{ github.event.release.tag_name }}
+          RELEASE_BODY: ${{ github.event.release.body }}
+          RELEASE_URL: ${{ github.event.release.html_url }}
+          REPO_NAME: ${{ github.repository }}
+        run: python ./scripts/publish_release_notes_to_discourse.py

.github/workflows/tests.yml

@@ -136,6 +136,12 @@ jobs:
             tests/logprob/test_transforms.py
             tests/logprob/test_utils.py
 
+          - |
+            tests/dims/distributions/test_core.py
+            tests/dims/distributions/test_scalar.py
+            tests/dims/distributions/test_vector.py
+            tests/dims/test_model.py
+
       fail-fast: false
     runs-on: ${{ matrix.os }}
     env:

conda-envs/environment-alternative-backends.yml

@@ -22,7 +22,7 @@ dependencies:
 - numpyro>=0.8.0
 - pandas>=0.24.0
 - pip
-- pytensor>=2.31.2,<2.32
+- pytensor>=2.31.7,<2.32
 - python-graphviz
 - networkx
 - rich>=13.7.1

conda-envs/environment-dev.yml

@@ -12,7 +12,7 @@ dependencies:
 - numpy>=1.25.0
 - pandas>=0.24.0
 - pip
-- pytensor>=2.31.2,<2.32
+- pytensor>=2.31.7,<2.32
 - python-graphviz
 - networkx
 - scipy>=1.4.1

conda-envs/environment-docs.yml

@@ -11,7 +11,7 @@ dependencies:
 - numpy>=1.25.0
 - pandas>=0.24.0
 - pip
-- pytensor>=2.31.2,<2.32
+- pytensor>=2.31.7,<2.32
 - python-graphviz
 - rich>=13.7.1
 - scipy>=1.4.1

conda-envs/environment-test.yml

@@ -14,7 +14,7 @@ dependencies:
 - pandas>=0.24.0
 - pip
 - polyagamma
-- pytensor>=2.31.2,<2.32
+- pytensor>=2.31.7,<2.32
 - python-graphviz
 - networkx
 - rich>=13.7.1

conda-envs/windows-environment-dev.yml

@@ -12,7 +12,7 @@ dependencies:
 - numpy>=1.25.0
 - pandas>=0.24.0
 - pip
-- pytensor>=2.31.2,<2.32
+- pytensor>=2.31.7,<2.32
 - python-graphviz
 - networkx
 - rich>=13.7.1

conda-envs/windows-environment-test.yml

@@ -15,7 +15,7 @@ dependencies:
 - pandas>=0.24.0
 - pip
 - polyagamma
-- pytensor>=2.31.2,<2.32
+- pytensor>=2.31.7,<2.32
 - python-graphviz
 - networkx
 - rich>=13.7.1

docs/source/api.rst

@@ -23,6 +23,7 @@ API
    api/backends
    api/misc
    api/testing
+   api/dims
 
 ------------------
 Dimensionality

docs/source/api/dims.rst

@@ -0,0 +1,18 @@
+.. _api_dims:
+
+Dims
+====
+
+.. warning:: This module is experimental and may contain critical breaks. API changes are expected in future releases.
+
+This submodule contains functions for defining distributions and operations that use explicit dimensions.
+
+The module is presented in :ref:`dims_module`.
+
+
+.. toctree::
+
+   dims/model
+   dims/math
+   dims/distributions
+   dims/transforms