.gitignore
.pre-commit-config.yaml
CLAUDE.md
LICENSE
Makefile
README.md
divergence-logo.jpg
mkdocs.yml
pyproject.toml
.github/workflows/docs.yml
.github/workflows/release.yml
.github/workflows/test.yml
docs/index.md
docs/api/bayesian.md
docs/api/causal.md
docs/api/f_divergences.md
docs/api/index.md
docs/api/ipms.md
docs/api/knn.md
docs/api/multivariate.md
docs/api/renyi.md
docs/api/score_based.md
docs/api/shannon.md
docs/api/sinkhorn.md
docs/api/testing.md
docs/api/types.md
docs/getting-started/installation.md
docs/getting-started/quickstart.md
docs/javascripts/mathjax.js
notebooks/Bayesian_Diagnostics.ipynb
notebooks/Beyond_KL.ipynb
notebooks/Dependence_and_Causality.ipynb
notebooks/Distances_and_Testing.ipynb
notebooks/Divergence.ipynb
notebooks/NumPyro_KSD.ipynb
notebooks/Real_World_Applications.ipynb
notebooks/Scores_and_Transport.ipynb
notebooks/figures/bayesian_diagnostics/bayesian_surprise.png
notebooks/figures/bayesian_diagnostics/chain_divergence_heatmap.png
notebooks/figures/bayesian_diagnostics/information_gain.png
notebooks/figures/bayesian_diagnostics/mixing_stationarity.png
notebooks/figures/bayesian_diagnostics/nile_timeseries.png
notebooks/figures/bayesian_diagnostics/posterior_histograms.png
notebooks/figures/bayesian_diagnostics/rhat_failure.png
notebooks/figures/bayesian_diagnostics/trace_plots_early.png
notebooks/figures/beyond_kl/cressie_read_continuum.png
notebooks/figures/beyond_kl/discrete_tv.png
notebooks/figures/beyond_kl/generator_functions.png
notebooks/figures/beyond_kl/renyi_divergence_alpha.png
notebooks/figures/beyond_kl/renyi_entropy_alpha.png
notebooks/figures/beyond_kl/two_distributions.png
notebooks/figures/dependence_and_causality/causal_timeseries.png
notebooks/figures/dependence_and_causality/nmi_vs_vi_corruption.png
notebooks/figures/dependence_and_causality/normalized_mi_comparison.png
notebooks/figures/dependence_and_causality/total_correlation_gap.png
notebooks/figures/dependence_and_causality/transfer_entropy_arrow.png
notebooks/figures/distances_and_testing/correlation_vs_mutual_information.png
notebooks/figures/distances_and_testing/distributions_1d_2d.png
notebooks/figures/distances_and_testing/knn_entropy_vs_k.png
notebooks/figures/distances_and_testing/permutation_test.png
notebooks/figures/distances_and_testing/sliced_wasserstein_convergence.png
notebooks/figures/distances_and_testing/wasserstein_cdf_area.png
notebooks/figures/divergence/bivariate_normal.png
notebooks/figures/divergence/two_distributions.png
notebooks/figures/numpyro_ksd/analytical_posterior_and_score.png
notebooks/figures/numpyro_ksd/heights_vs_slopes.png
notebooks/figures/numpyro_ksd/ksd_three_comparison.png
notebooks/figures/numpyro_ksd/nuts_trace_and_posterior.png
notebooks/figures/numpyro_ksd/vi_vs_analytical.png
notebooks/figures/real_world_applications/crop_yield_heat_cliff.png
notebooks/figures/real_world_applications/phillips_curve_scatter.png
notebooks/figures/real_world_applications/phillips_curve_uncertainty.png
notebooks/figures/real_world_applications/stock_market_contagion.png
notebooks/figures/scores_and_transport/density_and_score.png
notebooks/figures/scores_and_transport/fisher_divergence_parabola.png
notebooks/figures/scores_and_transport/ksd_vs_mismatch.png
notebooks/figures/scores_and_transport/sinkhorn_epsilon_effect.png
notebooks/figures/scores_and_transport/sinkhorn_vs_wasserstein_energy.png
scripts/lab
src/divergence/__init__.py
src/divergence/_backend.py
src/divergence/_gpu_kernels.py
src/divergence/_numba_kernels.py
src/divergence/_types.py
src/divergence/base.py
src/divergence/bayesian.py
src/divergence/causal.py
src/divergence/continuous.py
src/divergence/discrete.py
src/divergence/f_divergences.py
src/divergence/fast.py
src/divergence/ipms.py
src/divergence/knn.py
src/divergence/multivariate.py
src/divergence/py.typed
src/divergence/renyi.py
src/divergence/score_based.py
src/divergence/sinkhorn.py
src/divergence/testing.py
src/divergence.egg-info/PKG-INFO
src/divergence.egg-info/SOURCES.txt
src/divergence.egg-info/dependency_links.txt
src/divergence.egg-info/requires.txt
src/divergence.egg-info/top_level.txt
tests/conftest.py
tests/test_bayesian.py
tests/test_causal.py
tests/test_continuous.py
tests/test_coverage.py
tests/test_discrete.py
tests/test_f_divergences.py
tests/test_fast_estimators.py
tests/test_integration_emcee.py
tests/test_intersection.py
tests/test_ipms.py
tests/test_knn.py
tests/test_multivariate.py
tests/test_properties.py
tests/test_renyi.py
tests/test_score_based.py
tests/test_sinkhorn.py
tests/test_testing.py