Merge branch 'main' into use-correct-dtype-precision

.github/CODEOWNERS

@@ -1 +1 @@
-* @MarcAntoineSchmidtQC @xhochy @jtilly @lbittarello
+* @MarcAntoineSchmidtQC @jtilly @lbittarello

.github/dependabot.yml

@@ -1,8 +1,10 @@
 version: 2
 updates:
-  - package-ecosystem: "github-actions"
-    directory: "/"
+  - package-ecosystem: github-actions
+    directory: /
     schedule:
-      interval: "weekly"
-    reviewers:
-      - "quantco/ci"
+      interval: monthly
+    groups:
+      gh-actions:
+        patterns:
+          - "*"

.github/workflows/build_wheels.yml

@@ -17,7 +17,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Build wheels
-        uses: pypa/cibuildwheel@v2.21.1
+        uses: pypa/cibuildwheel@v2.21.2
         env:
           CIBW_ARCHS_MACOS: x86_64 arm64
       - uses: actions/upload-artifact@v4
@@ -57,7 +57,7 @@ jobs:
         with:
           merge-multiple: true
           path: dist
-      - uses: pypa/gh-action-pypi-publish@v1.10.2
+      - uses: pypa/gh-action-pypi-publish@v1.10.3
         with:
           repository-url: https://test.pypi.org/legacy/
 
@@ -75,4 +75,4 @@ jobs:
         with:
           path: dist
           merge-multiple: true
-      - uses: pypa/gh-action-pypi-publish@v1.10.2
+      - uses: pypa/gh-action-pypi-publish@v1.10.3

.github/workflows/ci.yml

@@ -42,7 +42,7 @@ jobs:
         with:
           environments: ${{ matrix.environment }}
       - name: Install nightlies
-        if: matrix.NOTE == 'Nightly Builds'
+        if: matrix.environment == 'nightly'
         run: pixi run -e ${{ matrix.environment }} install-nightlies
       - name: Install repository
         run: pixi run -e ${{ matrix.environment }} postinstall

.github/workflows/conda-build.yml

@@ -34,9 +34,10 @@ jobs:
         run: git fetch --prune --unshallow
       - uses: mamba-org/setup-micromamba@f8b8a1e23a26f60a44c853292711bacfd3eac822
         with:
+          micromamba-version: 1.5.10-0
           init-shell: ${{ matrix.os == 'windows-latest' && 'cmd.exe' || 'bash' }}
           environment-name: build
-          create-args: boa
+          create-args: conda-build
       - name: Patch conda build configuration
         # use the latest macOS SDK when cross-compiling for arm64
         if: startsWith(matrix.conda_build_yml, 'osx_arm64')
@@ -50,13 +51,13 @@ jobs:
         if: matrix.os != 'windows-latest'
         shell: bash -el {0}
         run: >-
-          conda-mambabuild
+          conda-build
           -m ".ci_support/${{ matrix.CONDA_BUILD_YML }}.yaml"${{ matrix.conda-build-args }}
           conda.recipe
       - name: Build conda package (windows)
         if: matrix.os == 'windows-latest'
         shell: cmd /C CALL {0}
         run: >-
-          conda-mambabuild
+          conda-build
           -m ".ci_support/${{ matrix.conda_build_yml }}.yaml"${{ matrix.conda-build-args }}
           conda.recipe

.github/workflows/daily.yml

@@ -29,7 +29,7 @@ jobs:
         with:
           environments: ${{ matrix.environment }}
       - name: Install nightlies
-        if: matrix.NOTE == 'Nightly Builds'
+        if: matrix.environment == 'nightly'
         run: pixi run -e ${{ matrix.environment }} install-nightlies
       - name: Install repository
         run: pixi run -e ${{ matrix.environment }} postinstall

README.md

@@ -1,6 +1,7 @@
 # glum
 
 [![CI](https://github.com/Quantco/glm_benchmarks/workflows/CI/badge.svg)](https://github.com/Quantco/glum/actions)
+[![Daily runs](https://github.com/Quantco/glum/actions/workflows/daily.yml/badge.svg)](https://github.com/Quantco/glum/actions/workflows/daily.yml)
 [![Docs](https://readthedocs.org/projects/pip/badge/?version=latest&style=flat)](https://glum.readthedocs.io/)
 [![Conda-forge](https://img.shields.io/conda/vn/conda-forge/glum?logoColor=white&logo=conda-forge)](https://anaconda.org/conda-forge/glum)
 [![PypiVersion](https://img.shields.io/pypi/v/glum.svg?logo=pypi&logoColor=white)](https://pypi.org/project/glum)

pixi.toml

@@ -35,7 +35,6 @@ cmd = """
     PRE_WHEELS="https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/"
     && pip install --pre --no-deps --only-binary :all: --upgrade --timeout=60 -i $PRE_WHEELS pandas
     && pip install --pre --no-deps --only-binary :all: --upgrade --timeout=60 -i $PRE_WHEELS scikit-learn
-    && pip install --pre --no-deps --only-binary :all: --upgrade --timeout=60 -i $PRE_WHEELS scipy
     && pip install --pre --no-deps --only-binary :all: --upgrade --timeout=60 -i https://pypi.fury.io/arrow-nightlies/ pyarrow
     && pip install --no-use-pep517 --no-deps git+https://github.com/Quantco/tabmat
 """

src/glum/_glm.py

@@ -1791,7 +1791,7 @@ def _wald_test_term_names(
     ) -> WaldTestResult:
         """
         Perform a Wald test for the hypothesis that the coefficients of the
-        features in ``terms`` are equal to the values in ``terms``.
+        features in ``terms`` are equal to the values in ``values``.
         """
 
         if isinstance(terms, str):

tests/glm/test_glm.py

@@ -47,7 +47,7 @@
 GLM_SOLVERS = ["irls-ls", "lbfgs", "irls-cd", "trust-constr"]
 
 estimators = [
-    (GeneralizedLinearRegressor, {}),
+    (GeneralizedLinearRegressor, {"alpha": 1.0}),
     (GeneralizedLinearRegressorCV, {"n_alphas": 2}),
 ]