Merge branch 'main' into s-cate

Author: SvenKlaassen

.github/workflows/codeql.yml

@@ -0,0 +1,41 @@
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+  schedule:
+    - cron: "16 12 * * 3"
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ python ]
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@v2
+        with:
+          languages: ${{ matrix.language }}
+          queries: +security-and-quality
+
+      - name: Autobuild
+        uses: github/codeql-action/autobuild@v2
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@v2
+        with:
+          category: "/language:${{ matrix.language }}"

.github/workflows/deploy_pkg.yml

@@ -12,12 +12,12 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
       with:
         persist-credentials: false
 
     - name: Install python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: '3.8'
 
@@ -32,7 +32,7 @@ jobs:
         pip install wheel
         python setup.py sdist bdist_wheel
 
-    - uses: actions/upload-artifact@v2
+    - uses: actions/upload-artifact@v3
       with:
         name: DoubleML-pkg
         path: dist/

.github/workflows/pytest.yml

@@ -29,13 +29,14 @@ jobs:
           - {os: 'macOS-latest', python-version: '3.8'}
           - {os: 'ubuntu-latest', python-version: '3.9'}
           - {os: 'ubuntu-latest', python-version: '3.10'}
+          - {os: 'ubuntu-latest', python-version: '3.11'}
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
       with:
         fetch-depth: 2
     - name: Set up Python ${{ matrix.config.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.config.python-version }}
     - name: Install OpenMP runtime for unit tests with xgboost learners
@@ -73,7 +74,7 @@ jobs:
       if: |
         matrix.config.os == 'ubuntu-latest' &&
         matrix.config.python-version == '3.8'
-      uses: codecov/codecov-action@v2
+      uses: codecov/codecov-action@v3
       with:
         file: ./coverage.xml
         flags: unittests
@@ -82,7 +83,7 @@ jobs:
       if: |
         matrix.config.os == 'ubuntu-latest' &&
         matrix.config.python-version == '3.8'
-      uses: codacy/codacy-coverage-reporter-action@master
+      uses: codacy/codacy-coverage-reporter-action@v1
       with:
         project-token: ${{ secrets.CODACY_PROJECT_TOKEN }}
         coverage-reports: ./coverage.xml

README.md

@@ -5,7 +5,7 @@
 [![Conda Version](https://img.shields.io/conda/vn/conda-forge/doubleml.svg)](https://anaconda.org/conda-forge/doubleml)
 [![codecov](https://codecov.io/gh/DoubleML/doubleml-for-py/branch/main/graph/badge.svg?token=0BjlFPgdGk)](https://codecov.io/gh/DoubleML/doubleml-for-py)
 [![Codacy Badge](https://app.codacy.com/project/badge/Grade/1c08ec7d782c451784293c996537de14)](https://www.codacy.com/gh/DoubleML/doubleml-for-py/dashboard?utm_source=github.com&utm_medium=referral&utm_content=DoubleML/doubleml-for-py&utm_campaign=Badge_Grade)
-[![Python version](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8%20%7C%203.9%20%7C%203.10-blue)](https://www.python.org/)
+[![Python version](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8%20%7C%203.9%20%7C%203.10%20%7C%203.11-blue)](https://www.python.org/)
 
 The Python package **DoubleML** provides an implementation of the double / debiased machine learning framework of
 [Chernozhukov et al. (2018)](https://doi.org/10.1111/ectj.12097).

doc/api/api.rst

@@ -56,4 +56,16 @@ Dataset generators
    datasets.make_irm_data
    datasets.make_iivm_data
    datasets.make_plr_turrell2018
-   datasets.make_pliv_multiway_cluster_CKMS2021
+   datasets.make_pliv_multiway_cluster_CKMS2021
+
+Score mixin classes for double machine learning models
+------------------------------------------------------
+
+.. currentmodule:: doubleml
+
+.. autosummary::
+    :toctree: generated/
+    :template: class.rst
+
+    double_ml_score_mixins.LinearScoreMixin
+    double_ml_score_mixins.NonLinearScoreMixin

doc/conf.py

@@ -22,7 +22,7 @@
 author = 'Bach, P., Chernozhukov, V., Kurz, M. S., and Spindler, M.'
 
 # The full version, including alpha/beta/rc tags
-release = '0.5.dev0'
+release = '0.6.dev0'
 
 
 # -- General configuration ---------------------------------------------------