Merge remote-tracking branch 'origin/master' into load_datasets_by_name

# Conflicts:
#	skfp/datasets/utils.py

Author: j-adamczyk

.github/workflows/tests.yml

@@ -12,7 +12,7 @@ concurrency:
 jobs:
   ci:
     strategy:
-      fail-fast: true
+      fail-fast: false
       matrix:
         python-version: ["3.10", "3.11", "3.12", "3.13"]
         os: [macos-latest, ubuntu-latest, windows-latest]
@@ -34,12 +34,18 @@ jobs:
           poetry config virtualenvs.create true --local
           poetry config virtualenvs.in-project true --local
 
-      - uses: actions/cache@v3
-        name: Define a venv cache
+      - uses: actions/cache@v4
+        name: Cache venv
         with:
           path: ./.venv
           key: ${{ matrix.os }}-venv-${{ hashFiles('**/poetry.lock') }}
 
+      - uses: actions/cache@v4
+        name: Cache datasets
+        with:
+          path: ~/scikit_learn_data
+          key: datasets
+
       - name: Install the project dependencies
         run: poetry sync --with test
 
@@ -72,5 +78,11 @@ jobs:
       - name: Install Pandoc
         uses: r-lib/actions/setup-pandoc@v2
 
+      - uses: actions/cache@v4
+        name: Cache datasets
+        with:
+          path: ~/scikit_learn_data
+          key: datasets
+
       - name: Build documentation
         run: poetry run make doctest

Makefile

@@ -21,7 +21,8 @@ doctest: docs ## Run documentation tests
 
 test: ## Run tests
 	poetry run ruff check
-	poetry run pytest tests
+	# reruns due to HuggingFace API rate limiting
+	poetry run pytest --reruns 20 --reruns-delay 5 --only-rerun LocalEntryNotFoundError --only-rerun FileNotFoundError tests
 
 test-coverage: ## Run tests and calculate test coverage
 	-mkdir .tmp_coverage_files

README.md

@@ -144,6 +144,7 @@ Examples and tutorials:
 5. [Hyperparameter tuning](examples/05_hyperparameter_tuning.ipynb)
 6. [Dataset splits](examples/06_dataset_splits.ipynb)
 7. [Datasets and benchmarking](examples/07_datasets_and_benchmarking.ipynb)
+8. [Similarity and distance metrics](examples/08_similarity_and_distance_metrics.ipynb)
 
 ## Project overview
 

docs/modules/applicability_domain.rst

@@ -16,3 +16,4 @@ Classes for checking applicability domain.
 
     BoundingBoxADChecker
     ConvexHullADChecker
+    LeverageADChecker