CHANGELOG.md
CITATION.cff
LICENSE
MANIFEST.in
README.md
pyproject.toml
benchmarks/mlp_gradients.py
docs/api.md
docs/baselines.md
docs/building.md
docs/classification.md
docs/conf.py
docs/examples.md
docs/explanations.md
docs/feature-spaces.md
docs/frameworks.md
docs/getting-started.md
docs/how-it-works.md
docs/ig-stack.md
docs/index.md
docs/loss.md
docs/numerical.md
docs/plotting.md
docs/releases.md
docs/releasing.md
docs/roadmap.md
docs/semantics.md
docs/supported-models.md
docs/_static/Figure_Loss.svg
docs/_static/plots/bar.png
docs/_static/plots/beeswarm.png
docs/_static/plots/scatter.png
docs/_static/plots/waterfall.png
docs/_templates/documentation-nav.html
examples/cbaseline_reference_prediction.py
examples/feature_spaces.py
examples/jax_model.py
examples/linear_regression.py
examples/logistic_regression.py
examples/loss_attribution.py
examples/loss_classification.py
examples/mlp_classification.py
examples/mlp_regression.py
examples/multiclass_classification.py
examples/numerical_fallback.py
examples/numerical_tree.py
examples/probability_forest.py
examples/pytorch.py
examples/quickstart.py
examples/shap_plotting.py
examples/tensorflow_keras.py
scripts/check_docs_examples.py
scripts/check_release_version.py
src/unifiedig/__init__.py
src/unifiedig/_keras.py
src/unifiedig/_loss.py
src/unifiedig/baselines.py
src/unifiedig/explainer.py
src/unifiedig/explanation.py
src/unifiedig/jax.py
src/unifiedig/loss_explainer.py
src/unifiedig/py.typed
src/unifiedig/tensorflow.py
src/unifiedig.egg-info/PKG-INFO
src/unifiedig.egg-info/SOURCES.txt
src/unifiedig.egg-info/dependency_links.txt
src/unifiedig.egg-info/requires.txt
src/unifiedig.egg-info/top_level.txt
src/unifiedig/backends/__init__.py
src/unifiedig/backends/base.py
src/unifiedig/backends/finite_difference.py
src/unifiedig/backends/jax.py
src/unifiedig/backends/pytorch.py
src/unifiedig/backends/skgrad.py
src/unifiedig/backends/tensorflow.py
src/unifiedig/backends/treeig.py
src/unifiedig/backends/treeig_numeric.py
tests/test_affine_models.py
tests/test_api.py
tests/test_catboost.py
tests/test_feature_space.py
tests/test_finite_difference.py
tests/test_jax.py
tests/test_keras_native.py
tests/test_linear_regression.py
tests/test_logistic_regression.py
tests/test_loss_backends.py
tests/test_mlp.py
tests/test_polynomial_pipeline.py
tests/test_pytorch.py
tests/test_release_contract.py
tests/test_release_version.py
tests/test_tensorflow.py
tests/test_treeig_numeric.py
tests/test_trees.py
tests/test_weighted_baselines.py