├── .devcontainer ├── Dockerfile └── devcontainer.json ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── question.md ├── PULL_REQUEST_TEMPLATE │ ├── feature_or_bugfix.md │ └── release.md ├── codecov.yml └── workflows │ ├── build_codespace_image.yaml │ ├── build_docs.yml │ ├── cd.yml │ ├── ci.yml │ ├── license-check.yml │ ├── lint.yml │ ├── manual_test.yml │ └── publish.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yaml ├── .test_durations ├── CHANGELOG.md ├── CITATION.cff ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.txt ├── MANIFEST.in ├── README.md ├── codemeta.json ├── docs ├── Makefile ├── README.md ├── _static │ └── custom.css ├── _templates │ └── autosummary │ │ └── class.rst ├── advanced_tutorials.rst ├── advanced_tutorials │ ├── 02_multiround_inference.ipynb │ ├── 03_density_estimators.ipynb │ ├── 04_embedding_networks.ipynb │ ├── 05_conditional_distributions.ipynb │ ├── 06_restriction_estimator.ipynb │ ├── 07_sensitivity_analysis.ipynb │ ├── 10_diagnostics_posterior_predictive_checks.ipynb │ ├── 11_diagnostics_simulation_based_calibration.ipynb │ ├── 12_iid_data_and_permutation_invariant_embeddings.ipynb │ ├── 13_diagnostics_lc2st.ipynb │ ├── 14_mcmc_diagnostics_with_arviz.ipynb │ ├── 15_importance_sampled_posteriors.ipynb │ ├── 17_plotting_functionality.ipynb │ ├── 18_training_interface.ipynb │ ├── 19_flowmatching_and_scorematching.ipynb │ ├── 20_score_based_methods_new_features.ipynb │ ├── 21_diagnostics_misspecification_checks.ipynb │ ├── toy_posterior_for_07_cc.py │ └── utils_13_diagnosis_sbc.py ├── applications.rst ├── changelog.md ├── code_of_conduct.md ├── conf.py ├── contributing.md ├── contributor_guide.rst ├── credits.md ├── examples.rst ├── faq.rst ├── faq │ ├── question_01_leakage.md │ ├── question_02_nans.md │ ├── question_03_pickling_error.md │ └── question_08_unconstrained.md ├── goal.png ├── how_to_guide.rst ├── how_to_guide │ ├── 00_custom_prior.ipynb │ ├── 01_crafting_summary_statistics.ipynb │ ├── 02_multiround_inference.ipynb │ ├── 03_choose_neural_net.ipynb │ ├── 03_density_estimators.ipynb │ ├── 04_embedding_networks.ipynb │ ├── 05_conditional_distributions.ipynb │ ├── 06_choosing_inference_method.ipynb │ ├── 07_gpu_training.ipynb │ ├── 07_resume_training.ipynb │ ├── 07_save_and_load.ipynb │ ├── 08_permutation_invariant_embeddings.ipynb │ ├── 09_sampler_interface.ipynb │ ├── 10_refine_posterior_with_importance_sampling.ipynb │ ├── 11_iid_sampling_with_nle_or_nre.ipynb │ ├── 13_diagnostics_lc2st.ipynb │ ├── 14_choose_diagnostic_tool.ipynb │ ├── 15_expected_coverage.ipynb │ ├── 16_sbc.ipynb │ ├── 17_tarp.ipynb │ ├── 18_model_misspecification.ipynb │ ├── 19_posterior_parameters.ipynb │ ├── 20_time_series_embedding.ipynb │ └── data │ │ ├── L_C2ST_pp_plot.png │ │ ├── lc2st_hist_of_statistics.png │ │ ├── marginal_misspec.png │ │ ├── mmd_misspec.png │ │ ├── sbc_plot.png │ │ ├── sbc_rank_plot.png │ │ └── tarp_plot.png ├── index.rst ├── installation.md ├── logo.png ├── make.bat ├── proposals.md ├── proposals │ ├── ep-00-process.md │ └── ep-01-pluggable-training.md ├── sbi.rst ├── tutorials.rst └── tutorials │ ├── 00_getting_started.ipynb │ ├── 01_Bayesian_workflow.ipynb │ ├── 16_implemented_methods.ipynb │ ├── Example_00_HodgkinHuxleyModel.ipynb │ ├── Example_01_DecisionMakingModel.ipynb │ ├── HH_helper_functions.py │ └── example_01_utils.py ├── mkdocs ├── README.md ├── docs │ ├── citation.md │ ├── code_of_conduct.md │ ├── contribute.md │ ├── credits.md │ ├── faq.md │ ├── faq │ │ ├── question_01_leakage.md │ │ ├── question_02_nans.md │ │ ├── question_03_pickling_error.md │ │ ├── question_04_gpu.md │ │ ├── question_05_pickling.md │ │ ├── question_06_resume_training.md │ │ └── question_07_custom_prior.md │ ├── index.md │ ├── install.md │ ├── reference │ │ ├── analysis.md │ │ ├── index.md │ │ ├── inference.md │ │ ├── models.md │ │ ├── posteriors.md │ │ └── potentials.md │ ├── static │ │ ├── global.css │ │ ├── goal.png │ │ ├── infer_demo.gif │ │ ├── katex.js │ │ ├── logo.svg │ │ ├── logo_bmbf.svg │ │ └── nav.js │ └── tutorials │ │ ├── .gitignore │ │ └── index.md └── mkdocs.yml ├── pyproject.toml ├── sbi ├── __init__.py ├── __version__.py ├── analysis │ ├── __init__.py │ ├── conditional_density.py │ ├── plot.py │ ├── plotting_classes.py │ ├── sensitivity_analysis.py │ └── tensorboard_output.py ├── diagnostics │ ├── __init__.py │ ├── lc2st.py │ ├── misspecification.py │ ├── sbc.py │ └── tarp.py ├── examples │ ├── __init__.py │ └── minimal.py ├── inference │ ├── __init__.py │ ├── abc │ │ ├── __init__.py │ │ ├── abc_base.py │ │ ├── mcabc.py │ │ └── smcabc.py │ ├── posteriors │ │ ├── __init__.py │ │ ├── base_posterior.py │ │ ├── direct_posterior.py │ │ ├── ensemble_posterior.py │ │ ├── importance_posterior.py │ │ ├── mcmc_posterior.py │ │ ├── posterior_parameters.py │ │ ├── rejection_posterior.py │ │ ├── vector_field_posterior.py │ │ └── vi_posterior.py │ ├── potentials │ │ ├── __init__.py │ │ ├── base_potential.py │ │ ├── likelihood_based_potential.py │ │ ├── posterior_based_potential.py │ │ ├── ratio_based_potential.py │ │ ├── score_fn_iid.py │ │ └── vector_field_potential.py │ ├── snle │ │ └── __init__.py │ ├── snpe │ │ └── __init__.py │ ├── snre │ │ └── __init__.py │ └── trainers │ │ ├── __init__.py │ │ ├── _contracts.py │ │ ├── base.py │ │ ├── marginal │ │ ├── __init__.py │ │ └── marginal_base.py │ │ ├── nle │ │ ├── __init__.py │ │ ├── mnle.py │ │ ├── nle_a.py │ │ └── nle_base.py │ │ ├── npe │ │ ├── __init__.py │ │ ├── mnpe.py │ │ ├── npe_a.py │ │ ├── npe_b.py │ │ ├── npe_base.py │ │ └── npe_c.py │ │ ├── nre │ │ ├── __init__.py │ │ ├── bnre.py │ │ ├── nre_a.py │ │ ├── nre_b.py │ │ ├── nre_base.py │ │ └── nre_c.py │ │ └── vfpe │ │ ├── __init__.py │ │ ├── base_vf_inference.py │ │ ├── fmpe.py │ │ └── npse.py ├── neural_nets │ ├── __init__.py │ ├── embedding_nets │ │ ├── SC_embedding.py │ │ ├── __init__.py │ │ ├── causal_cnn.py │ │ ├── cnn.py │ │ ├── fully_connected.py │ │ ├── lru.py │ │ ├── permutation_invariant.py │ │ ├── resnet.py │ │ └── transformer.py │ ├── estimators │ │ ├── __init__.py │ │ ├── base.py │ │ ├── categorical_net.py │ │ ├── flowmatching_estimator.py │ │ ├── mixed_density_estimator.py │ │ ├── nflows_flow.py │ │ ├── score_estimator.py │ │ ├── shape_handling.py │ │ └── zuko_flow.py │ ├── factory.py │ ├── net_builders │ │ ├── __init__.py │ │ ├── categorial.py │ │ ├── classifier.py │ │ ├── flow.py │ │ ├── mdn.py │ │ ├── mixed_nets.py │ │ └── vector_field_nets.py │ └── ratio_estimators.py ├── samplers │ ├── __init__.py │ ├── importance │ │ ├── __init__.py │ │ ├── importance_sampling.py │ │ └── sir.py │ ├── mcmc │ │ ├── __init__.py │ │ ├── init_strategy.py │ │ ├── pymc_wrapper.py │ │ └── slice_numpy.py │ ├── ode_solvers │ │ ├── __init__.py │ │ ├── base.py │ │ ├── ode_builder.py │ │ └── zuko_ode.py │ ├── rejection │ │ ├── __init__.py │ │ └── rejection.py │ ├── score │ │ ├── __init__.py │ │ ├── correctors.py │ │ ├── diffuser.py │ │ └── predictors.py │ └── vi │ │ ├── __init__.py │ │ ├── vi_divergence_optimizers.py │ │ ├── vi_pyro_flows.py │ │ ├── vi_quality_control.py │ │ └── vi_utils.py ├── sbi_types.py ├── simulators │ ├── __init__.py │ ├── gaussian_mixture.py │ ├── linear_gaussian.py │ └── simutils.py └── utils │ ├── __init__.py │ ├── analysis_utils.py │ ├── conditional_density_utils.py │ ├── diagnostics_utils.py │ ├── io.py │ ├── kde.py │ ├── metrics.py │ ├── nn_utils.py │ ├── plotting_helpers.py │ ├── posterior_ensemble.py │ ├── potentialutils.py │ ├── pyroutils.py │ ├── restriction_estimator.py │ ├── sbiutils.py │ ├── score_utils.py │ ├── simulation_utils.py │ ├── torchutils.py │ ├── typechecks.py │ ├── user_input_checks.py │ ├── user_input_checks_utils.py │ └── vector_field_utils.py └── tests ├── __init__.py ├── abc_test.py ├── analysis_test.py ├── base_test.py ├── bm_test.py ├── circular_import_test.py ├── conftest.py ├── density_estimator_test.py ├── embedding_net_test.py ├── ensemble_test.py ├── inference_on_device_test.py ├── inference_with_NaN_simulator_test.py ├── lc2st_test.py ├── linearGaussian_mdn_test.py ├── linearGaussian_simulator_test.py ├── linearGaussian_snle_test.py ├── linearGaussian_snpe_test.py ├── linearGaussian_snre_test.py ├── linearGaussian_vector_field_test.py ├── marginal_estimator_test.py ├── mcmc_test.py ├── metrics_test.py ├── mini_sbibm ├── __init__.py ├── base_task.py ├── files │ ├── slcp │ │ ├── samples_1.pt │ │ ├── samples_10.pt │ │ ├── samples_2.pt │ │ ├── samples_3.pt │ │ ├── samples_4.pt │ │ ├── samples_5.pt │ │ ├── samples_6.pt │ │ ├── samples_7.pt │ │ ├── samples_8.pt │ │ ├── samples_9.pt │ │ ├── theta_o_1.pt │ │ ├── theta_o_10.pt │ │ ├── theta_o_2.pt │ │ ├── theta_o_3.pt │ │ ├── theta_o_4.pt │ │ ├── theta_o_5.pt │ │ ├── theta_o_6.pt │ │ ├── theta_o_7.pt │ │ ├── theta_o_8.pt │ │ ├── theta_o_9.pt │ │ ├── x_o_1.pt │ │ ├── x_o_10.pt │ │ ├── x_o_2.pt │ │ ├── x_o_3.pt │ │ ├── x_o_4.pt │ │ ├── x_o_5.pt │ │ ├── x_o_6.pt │ │ ├── x_o_7.pt │ │ ├── x_o_8.pt │ │ └── x_o_9.pt │ └── two_moons │ │ ├── samples_1.pt │ │ ├── samples_10.pt │ │ ├── samples_2.pt │ │ ├── samples_3.pt │ │ ├── samples_4.pt │ │ ├── samples_5.pt │ │ ├── samples_6.pt │ │ ├── samples_7.pt │ │ ├── samples_8.pt │ │ ├── samples_9.pt │ │ ├── theta_o_1.pt │ │ ├── theta_o_10.pt │ │ ├── theta_o_2.pt │ │ ├── theta_o_3.pt │ │ ├── theta_o_4.pt │ │ ├── theta_o_5.pt │ │ ├── theta_o_6.pt │ │ ├── theta_o_7.pt │ │ ├── theta_o_8.pt │ │ ├── theta_o_9.pt │ │ ├── x_o_1.pt │ │ ├── x_o_10.pt │ │ ├── x_o_2.pt │ │ ├── x_o_3.pt │ │ ├── x_o_4.pt │ │ ├── x_o_5.pt │ │ ├── x_o_6.pt │ │ ├── x_o_7.pt │ │ ├── x_o_8.pt │ │ └── x_o_9.pt ├── gaussian_linear.py ├── linear_mvg.py ├── slcp.py └── two_moons.py ├── misspecification_test.py ├── mnle_test.py ├── mnpe_test.py ├── multiprocessing_test.py ├── plot_test.py ├── posterior_nn_test.py ├── posterior_parameters_test.py ├── posterior_sampler_test.py ├── potential_test.py ├── prior_device_tests.py ├── pyroutils_test.py ├── ratio_estimator_test.py ├── save_and_load_test.py ├── sbc_test.py ├── sbiutils_test.py ├── score_samplers_test.py ├── sensitivity_analysis_test.py ├── simulator_utils_test.py ├── strip_notebook_outputs.py ├── tarp_test.py ├── test_utils.py ├── torchutils_test.py ├── training_dataclasses_test.py ├── transforms_test.py ├── tutorials_test.py ├── user_input_checks_test.py ├── vector_field_nets_test.py ├── vf_estimator_test.py └── vi_test.py /.devcontainer/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.devcontainer/Dockerfile -------------------------------------------------------------------------------- /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.gitattributes -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/ISSUE_TEMPLATE/bug_report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/ISSUE_TEMPLATE/feature_request.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/question.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/ISSUE_TEMPLATE/question.md -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE/feature_or_bugfix.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/PULL_REQUEST_TEMPLATE/feature_or_bugfix.md -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE/release.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/PULL_REQUEST_TEMPLATE/release.md -------------------------------------------------------------------------------- /.github/codecov.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/codecov.yml -------------------------------------------------------------------------------- /.github/workflows/build_codespace_image.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/build_codespace_image.yaml -------------------------------------------------------------------------------- /.github/workflows/build_docs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/build_docs.yml -------------------------------------------------------------------------------- /.github/workflows/cd.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/cd.yml -------------------------------------------------------------------------------- /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/ci.yml -------------------------------------------------------------------------------- /.github/workflows/license-check.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/license-check.yml -------------------------------------------------------------------------------- /.github/workflows/lint.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/lint.yml -------------------------------------------------------------------------------- /.github/workflows/manual_test.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/manual_test.yml -------------------------------------------------------------------------------- /.github/workflows/publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.github/workflows/publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.readthedocs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.readthedocs.yaml -------------------------------------------------------------------------------- /.test_durations: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/.test_durations -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/CHANGELOG.md -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/CITATION.cff -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/README.md -------------------------------------------------------------------------------- /codemeta.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/codemeta.json -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/README.md -------------------------------------------------------------------------------- /docs/_static/custom.css: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /docs/_templates/autosummary/class.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/_templates/autosummary/class.rst -------------------------------------------------------------------------------- /docs/advanced_tutorials.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials.rst -------------------------------------------------------------------------------- /docs/advanced_tutorials/02_multiround_inference.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/02_multiround_inference.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/03_density_estimators.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/03_density_estimators.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/04_embedding_networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/04_embedding_networks.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/05_conditional_distributions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/05_conditional_distributions.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/06_restriction_estimator.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/06_restriction_estimator.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/07_sensitivity_analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/07_sensitivity_analysis.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/10_diagnostics_posterior_predictive_checks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/10_diagnostics_posterior_predictive_checks.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/11_diagnostics_simulation_based_calibration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/11_diagnostics_simulation_based_calibration.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/12_iid_data_and_permutation_invariant_embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/12_iid_data_and_permutation_invariant_embeddings.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/13_diagnostics_lc2st.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/13_diagnostics_lc2st.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/14_mcmc_diagnostics_with_arviz.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/14_mcmc_diagnostics_with_arviz.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/15_importance_sampled_posteriors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/15_importance_sampled_posteriors.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/17_plotting_functionality.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/17_plotting_functionality.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/18_training_interface.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/18_training_interface.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/19_flowmatching_and_scorematching.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/19_flowmatching_and_scorematching.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/20_score_based_methods_new_features.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/20_score_based_methods_new_features.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/21_diagnostics_misspecification_checks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/21_diagnostics_misspecification_checks.ipynb -------------------------------------------------------------------------------- /docs/advanced_tutorials/toy_posterior_for_07_cc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/toy_posterior_for_07_cc.py -------------------------------------------------------------------------------- /docs/advanced_tutorials/utils_13_diagnosis_sbc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/advanced_tutorials/utils_13_diagnosis_sbc.py -------------------------------------------------------------------------------- /docs/applications.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/applications.rst -------------------------------------------------------------------------------- /docs/changelog.md: -------------------------------------------------------------------------------- 1 | (changelog)= 2 | ```{include} ../CHANGELOG.md 3 | ``` 4 | -------------------------------------------------------------------------------- /docs/code_of_conduct.md: -------------------------------------------------------------------------------- 1 | ```{include} ../CODE_OF_CONDUCT.md 2 | ``` 3 | -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/contributing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/contributing.md -------------------------------------------------------------------------------- /docs/contributor_guide.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/contributor_guide.rst -------------------------------------------------------------------------------- /docs/credits.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/credits.md -------------------------------------------------------------------------------- /docs/examples.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/examples.rst -------------------------------------------------------------------------------- /docs/faq.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/faq.rst -------------------------------------------------------------------------------- /docs/faq/question_01_leakage.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/faq/question_01_leakage.md -------------------------------------------------------------------------------- /docs/faq/question_02_nans.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/faq/question_02_nans.md -------------------------------------------------------------------------------- /docs/faq/question_03_pickling_error.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/faq/question_03_pickling_error.md -------------------------------------------------------------------------------- /docs/faq/question_08_unconstrained.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/faq/question_08_unconstrained.md -------------------------------------------------------------------------------- /docs/goal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/goal.png -------------------------------------------------------------------------------- /docs/how_to_guide.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide.rst -------------------------------------------------------------------------------- /docs/how_to_guide/00_custom_prior.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/00_custom_prior.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/01_crafting_summary_statistics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/01_crafting_summary_statistics.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/02_multiround_inference.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/02_multiround_inference.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/03_choose_neural_net.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/03_choose_neural_net.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/03_density_estimators.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/03_density_estimators.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/04_embedding_networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/04_embedding_networks.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/05_conditional_distributions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/05_conditional_distributions.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/06_choosing_inference_method.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/06_choosing_inference_method.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/07_gpu_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/07_gpu_training.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/07_resume_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/07_resume_training.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/07_save_and_load.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/07_save_and_load.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/08_permutation_invariant_embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/08_permutation_invariant_embeddings.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/09_sampler_interface.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/09_sampler_interface.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/10_refine_posterior_with_importance_sampling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/10_refine_posterior_with_importance_sampling.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/11_iid_sampling_with_nle_or_nre.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/11_iid_sampling_with_nle_or_nre.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/13_diagnostics_lc2st.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/13_diagnostics_lc2st.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/14_choose_diagnostic_tool.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/14_choose_diagnostic_tool.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/15_expected_coverage.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/15_expected_coverage.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/16_sbc.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/16_sbc.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/17_tarp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/17_tarp.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/18_model_misspecification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/18_model_misspecification.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/19_posterior_parameters.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/19_posterior_parameters.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/20_time_series_embedding.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/20_time_series_embedding.ipynb -------------------------------------------------------------------------------- /docs/how_to_guide/data/L_C2ST_pp_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/L_C2ST_pp_plot.png -------------------------------------------------------------------------------- /docs/how_to_guide/data/lc2st_hist_of_statistics.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/lc2st_hist_of_statistics.png -------------------------------------------------------------------------------- /docs/how_to_guide/data/marginal_misspec.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/marginal_misspec.png -------------------------------------------------------------------------------- /docs/how_to_guide/data/mmd_misspec.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/mmd_misspec.png -------------------------------------------------------------------------------- /docs/how_to_guide/data/sbc_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/sbc_plot.png -------------------------------------------------------------------------------- /docs/how_to_guide/data/sbc_rank_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/sbc_rank_plot.png -------------------------------------------------------------------------------- /docs/how_to_guide/data/tarp_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/how_to_guide/data/tarp_plot.png -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/installation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/installation.md -------------------------------------------------------------------------------- /docs/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/logo.png -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/proposals.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/proposals.md -------------------------------------------------------------------------------- /docs/proposals/ep-00-process.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/proposals/ep-00-process.md -------------------------------------------------------------------------------- /docs/proposals/ep-01-pluggable-training.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/proposals/ep-01-pluggable-training.md -------------------------------------------------------------------------------- /docs/sbi.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/sbi.rst -------------------------------------------------------------------------------- /docs/tutorials.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials.rst -------------------------------------------------------------------------------- /docs/tutorials/00_getting_started.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/00_getting_started.ipynb -------------------------------------------------------------------------------- /docs/tutorials/01_Bayesian_workflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/01_Bayesian_workflow.ipynb -------------------------------------------------------------------------------- /docs/tutorials/16_implemented_methods.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/16_implemented_methods.ipynb -------------------------------------------------------------------------------- /docs/tutorials/Example_00_HodgkinHuxleyModel.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/Example_00_HodgkinHuxleyModel.ipynb -------------------------------------------------------------------------------- /docs/tutorials/Example_01_DecisionMakingModel.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/Example_01_DecisionMakingModel.ipynb -------------------------------------------------------------------------------- /docs/tutorials/HH_helper_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/HH_helper_functions.py -------------------------------------------------------------------------------- /docs/tutorials/example_01_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/docs/tutorials/example_01_utils.py -------------------------------------------------------------------------------- /mkdocs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/README.md -------------------------------------------------------------------------------- /mkdocs/docs/citation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/citation.md -------------------------------------------------------------------------------- /mkdocs/docs/code_of_conduct.md: -------------------------------------------------------------------------------- 1 | {!CODE_OF_CONDUCT.md!} 2 | -------------------------------------------------------------------------------- /mkdocs/docs/contribute.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/contribute.md -------------------------------------------------------------------------------- /mkdocs/docs/credits.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/credits.md -------------------------------------------------------------------------------- /mkdocs/docs/faq.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_01_leakage.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_01_leakage.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_02_nans.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_02_nans.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_03_pickling_error.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_03_pickling_error.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_04_gpu.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_04_gpu.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_05_pickling.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_05_pickling.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_06_resume_training.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_06_resume_training.md -------------------------------------------------------------------------------- /mkdocs/docs/faq/question_07_custom_prior.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/faq/question_07_custom_prior.md -------------------------------------------------------------------------------- /mkdocs/docs/index.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/index.md -------------------------------------------------------------------------------- /mkdocs/docs/install.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/install.md -------------------------------------------------------------------------------- /mkdocs/docs/reference/analysis.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/reference/analysis.md -------------------------------------------------------------------------------- /mkdocs/docs/reference/index.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/reference/index.md -------------------------------------------------------------------------------- /mkdocs/docs/reference/inference.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/reference/inference.md -------------------------------------------------------------------------------- /mkdocs/docs/reference/models.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/reference/models.md -------------------------------------------------------------------------------- /mkdocs/docs/reference/posteriors.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/reference/posteriors.md -------------------------------------------------------------------------------- /mkdocs/docs/reference/potentials.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/reference/potentials.md -------------------------------------------------------------------------------- /mkdocs/docs/static/global.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/global.css -------------------------------------------------------------------------------- /mkdocs/docs/static/goal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/goal.png -------------------------------------------------------------------------------- /mkdocs/docs/static/infer_demo.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/infer_demo.gif -------------------------------------------------------------------------------- /mkdocs/docs/static/katex.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/katex.js -------------------------------------------------------------------------------- /mkdocs/docs/static/logo.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/logo.svg -------------------------------------------------------------------------------- /mkdocs/docs/static/logo_bmbf.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/logo_bmbf.svg -------------------------------------------------------------------------------- /mkdocs/docs/static/nav.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/static/nav.js -------------------------------------------------------------------------------- /mkdocs/docs/tutorials/.gitignore: -------------------------------------------------------------------------------- 1 | /**/*.md 2 | *.png 3 | -------------------------------------------------------------------------------- /mkdocs/docs/tutorials/index.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/docs/tutorials/index.md -------------------------------------------------------------------------------- /mkdocs/mkdocs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/mkdocs/mkdocs.yml -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/pyproject.toml -------------------------------------------------------------------------------- /sbi/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/__init__.py -------------------------------------------------------------------------------- /sbi/__version__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/__version__.py -------------------------------------------------------------------------------- /sbi/analysis/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/analysis/__init__.py -------------------------------------------------------------------------------- /sbi/analysis/conditional_density.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/analysis/conditional_density.py -------------------------------------------------------------------------------- /sbi/analysis/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/analysis/plot.py -------------------------------------------------------------------------------- /sbi/analysis/plotting_classes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/analysis/plotting_classes.py -------------------------------------------------------------------------------- /sbi/analysis/sensitivity_analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/analysis/sensitivity_analysis.py -------------------------------------------------------------------------------- /sbi/analysis/tensorboard_output.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/analysis/tensorboard_output.py -------------------------------------------------------------------------------- /sbi/diagnostics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/diagnostics/__init__.py -------------------------------------------------------------------------------- /sbi/diagnostics/lc2st.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/diagnostics/lc2st.py -------------------------------------------------------------------------------- /sbi/diagnostics/misspecification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/diagnostics/misspecification.py -------------------------------------------------------------------------------- /sbi/diagnostics/sbc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/diagnostics/sbc.py -------------------------------------------------------------------------------- /sbi/diagnostics/tarp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/diagnostics/tarp.py -------------------------------------------------------------------------------- /sbi/examples/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/examples/__init__.py -------------------------------------------------------------------------------- /sbi/examples/minimal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/examples/minimal.py -------------------------------------------------------------------------------- /sbi/inference/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/__init__.py -------------------------------------------------------------------------------- /sbi/inference/abc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/abc/__init__.py -------------------------------------------------------------------------------- /sbi/inference/abc/abc_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/abc/abc_base.py -------------------------------------------------------------------------------- /sbi/inference/abc/mcabc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/abc/mcabc.py -------------------------------------------------------------------------------- /sbi/inference/abc/smcabc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/abc/smcabc.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/__init__.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/base_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/base_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/direct_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/direct_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/ensemble_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/ensemble_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/importance_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/importance_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/mcmc_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/mcmc_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/posterior_parameters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/posterior_parameters.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/rejection_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/rejection_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/vector_field_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/vector_field_posterior.py -------------------------------------------------------------------------------- /sbi/inference/posteriors/vi_posterior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/posteriors/vi_posterior.py -------------------------------------------------------------------------------- /sbi/inference/potentials/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/__init__.py -------------------------------------------------------------------------------- /sbi/inference/potentials/base_potential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/base_potential.py -------------------------------------------------------------------------------- /sbi/inference/potentials/likelihood_based_potential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/likelihood_based_potential.py -------------------------------------------------------------------------------- /sbi/inference/potentials/posterior_based_potential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/posterior_based_potential.py -------------------------------------------------------------------------------- /sbi/inference/potentials/ratio_based_potential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/ratio_based_potential.py -------------------------------------------------------------------------------- /sbi/inference/potentials/score_fn_iid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/score_fn_iid.py -------------------------------------------------------------------------------- /sbi/inference/potentials/vector_field_potential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/potentials/vector_field_potential.py -------------------------------------------------------------------------------- /sbi/inference/snle/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/snle/__init__.py -------------------------------------------------------------------------------- /sbi/inference/snpe/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/snpe/__init__.py -------------------------------------------------------------------------------- /sbi/inference/snre/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/snre/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/_contracts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/_contracts.py -------------------------------------------------------------------------------- /sbi/inference/trainers/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/base.py -------------------------------------------------------------------------------- /sbi/inference/trainers/marginal/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/marginal/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/marginal/marginal_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/marginal/marginal_base.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nle/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nle/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nle/mnle.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nle/mnle.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nle/nle_a.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nle/nle_a.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nle/nle_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nle/nle_base.py -------------------------------------------------------------------------------- /sbi/inference/trainers/npe/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/npe/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/npe/mnpe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/npe/mnpe.py -------------------------------------------------------------------------------- /sbi/inference/trainers/npe/npe_a.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/npe/npe_a.py -------------------------------------------------------------------------------- /sbi/inference/trainers/npe/npe_b.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/npe/npe_b.py -------------------------------------------------------------------------------- /sbi/inference/trainers/npe/npe_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/npe/npe_base.py -------------------------------------------------------------------------------- /sbi/inference/trainers/npe/npe_c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/npe/npe_c.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nre/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nre/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nre/bnre.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nre/bnre.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nre/nre_a.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nre/nre_a.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nre/nre_b.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nre/nre_b.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nre/nre_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nre/nre_base.py -------------------------------------------------------------------------------- /sbi/inference/trainers/nre/nre_c.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/nre/nre_c.py -------------------------------------------------------------------------------- /sbi/inference/trainers/vfpe/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/vfpe/__init__.py -------------------------------------------------------------------------------- /sbi/inference/trainers/vfpe/base_vf_inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/vfpe/base_vf_inference.py -------------------------------------------------------------------------------- /sbi/inference/trainers/vfpe/fmpe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/vfpe/fmpe.py -------------------------------------------------------------------------------- /sbi/inference/trainers/vfpe/npse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/inference/trainers/vfpe/npse.py -------------------------------------------------------------------------------- /sbi/neural_nets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/__init__.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/SC_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/SC_embedding.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/__init__.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/causal_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/causal_cnn.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/cnn.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/fully_connected.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/fully_connected.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/lru.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/lru.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/permutation_invariant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/permutation_invariant.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/resnet.py -------------------------------------------------------------------------------- /sbi/neural_nets/embedding_nets/transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/embedding_nets/transformer.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/__init__.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/base.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/categorical_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/categorical_net.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/flowmatching_estimator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/flowmatching_estimator.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/mixed_density_estimator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/mixed_density_estimator.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/nflows_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/nflows_flow.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/score_estimator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/score_estimator.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/shape_handling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/shape_handling.py -------------------------------------------------------------------------------- /sbi/neural_nets/estimators/zuko_flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/estimators/zuko_flow.py -------------------------------------------------------------------------------- /sbi/neural_nets/factory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/factory.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/__init__.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/categorial.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/categorial.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/classifier.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/flow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/flow.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/mdn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/mdn.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/mixed_nets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/mixed_nets.py -------------------------------------------------------------------------------- /sbi/neural_nets/net_builders/vector_field_nets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/net_builders/vector_field_nets.py -------------------------------------------------------------------------------- /sbi/neural_nets/ratio_estimators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/neural_nets/ratio_estimators.py -------------------------------------------------------------------------------- /sbi/samplers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/importance/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/importance/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/importance/importance_sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/importance/importance_sampling.py -------------------------------------------------------------------------------- /sbi/samplers/importance/sir.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/importance/sir.py -------------------------------------------------------------------------------- /sbi/samplers/mcmc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/mcmc/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/mcmc/init_strategy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/mcmc/init_strategy.py -------------------------------------------------------------------------------- /sbi/samplers/mcmc/pymc_wrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/mcmc/pymc_wrapper.py -------------------------------------------------------------------------------- /sbi/samplers/mcmc/slice_numpy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/mcmc/slice_numpy.py -------------------------------------------------------------------------------- /sbi/samplers/ode_solvers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/ode_solvers/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/ode_solvers/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/ode_solvers/base.py -------------------------------------------------------------------------------- /sbi/samplers/ode_solvers/ode_builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/ode_solvers/ode_builder.py -------------------------------------------------------------------------------- /sbi/samplers/ode_solvers/zuko_ode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/ode_solvers/zuko_ode.py -------------------------------------------------------------------------------- /sbi/samplers/rejection/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/rejection/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/rejection/rejection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/rejection/rejection.py -------------------------------------------------------------------------------- /sbi/samplers/score/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/score/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/score/correctors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/score/correctors.py -------------------------------------------------------------------------------- /sbi/samplers/score/diffuser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/score/diffuser.py -------------------------------------------------------------------------------- /sbi/samplers/score/predictors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/score/predictors.py -------------------------------------------------------------------------------- /sbi/samplers/vi/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/vi/__init__.py -------------------------------------------------------------------------------- /sbi/samplers/vi/vi_divergence_optimizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/vi/vi_divergence_optimizers.py -------------------------------------------------------------------------------- /sbi/samplers/vi/vi_pyro_flows.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/vi/vi_pyro_flows.py -------------------------------------------------------------------------------- /sbi/samplers/vi/vi_quality_control.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/vi/vi_quality_control.py -------------------------------------------------------------------------------- /sbi/samplers/vi/vi_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/samplers/vi/vi_utils.py -------------------------------------------------------------------------------- /sbi/sbi_types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/sbi_types.py -------------------------------------------------------------------------------- /sbi/simulators/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/simulators/__init__.py -------------------------------------------------------------------------------- /sbi/simulators/gaussian_mixture.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/simulators/gaussian_mixture.py -------------------------------------------------------------------------------- /sbi/simulators/linear_gaussian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/simulators/linear_gaussian.py -------------------------------------------------------------------------------- /sbi/simulators/simutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/simulators/simutils.py -------------------------------------------------------------------------------- /sbi/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/__init__.py -------------------------------------------------------------------------------- /sbi/utils/analysis_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/analysis_utils.py -------------------------------------------------------------------------------- /sbi/utils/conditional_density_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/conditional_density_utils.py -------------------------------------------------------------------------------- /sbi/utils/diagnostics_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/diagnostics_utils.py -------------------------------------------------------------------------------- /sbi/utils/io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/io.py -------------------------------------------------------------------------------- /sbi/utils/kde.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/kde.py -------------------------------------------------------------------------------- /sbi/utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/metrics.py -------------------------------------------------------------------------------- /sbi/utils/nn_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/nn_utils.py -------------------------------------------------------------------------------- /sbi/utils/plotting_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/plotting_helpers.py -------------------------------------------------------------------------------- /sbi/utils/posterior_ensemble.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/posterior_ensemble.py -------------------------------------------------------------------------------- /sbi/utils/potentialutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/potentialutils.py -------------------------------------------------------------------------------- /sbi/utils/pyroutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/pyroutils.py -------------------------------------------------------------------------------- /sbi/utils/restriction_estimator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/restriction_estimator.py -------------------------------------------------------------------------------- /sbi/utils/sbiutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/sbiutils.py -------------------------------------------------------------------------------- /sbi/utils/score_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/score_utils.py -------------------------------------------------------------------------------- /sbi/utils/simulation_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/simulation_utils.py -------------------------------------------------------------------------------- /sbi/utils/torchutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/torchutils.py -------------------------------------------------------------------------------- /sbi/utils/typechecks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/typechecks.py -------------------------------------------------------------------------------- /sbi/utils/user_input_checks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/user_input_checks.py -------------------------------------------------------------------------------- /sbi/utils/user_input_checks_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/user_input_checks_utils.py -------------------------------------------------------------------------------- /sbi/utils/vector_field_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/sbi/utils/vector_field_utils.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/__init__.py -------------------------------------------------------------------------------- /tests/abc_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/abc_test.py -------------------------------------------------------------------------------- /tests/analysis_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/analysis_test.py -------------------------------------------------------------------------------- /tests/base_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/base_test.py -------------------------------------------------------------------------------- /tests/bm_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/bm_test.py -------------------------------------------------------------------------------- /tests/circular_import_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/circular_import_test.py -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/density_estimator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/density_estimator_test.py -------------------------------------------------------------------------------- /tests/embedding_net_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/embedding_net_test.py -------------------------------------------------------------------------------- /tests/ensemble_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/ensemble_test.py -------------------------------------------------------------------------------- /tests/inference_on_device_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/inference_on_device_test.py -------------------------------------------------------------------------------- /tests/inference_with_NaN_simulator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/inference_with_NaN_simulator_test.py -------------------------------------------------------------------------------- /tests/lc2st_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/lc2st_test.py -------------------------------------------------------------------------------- /tests/linearGaussian_mdn_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/linearGaussian_mdn_test.py -------------------------------------------------------------------------------- /tests/linearGaussian_simulator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/linearGaussian_simulator_test.py -------------------------------------------------------------------------------- /tests/linearGaussian_snle_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/linearGaussian_snle_test.py -------------------------------------------------------------------------------- /tests/linearGaussian_snpe_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/linearGaussian_snpe_test.py -------------------------------------------------------------------------------- /tests/linearGaussian_snre_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/linearGaussian_snre_test.py -------------------------------------------------------------------------------- /tests/linearGaussian_vector_field_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/linearGaussian_vector_field_test.py -------------------------------------------------------------------------------- /tests/marginal_estimator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/marginal_estimator_test.py -------------------------------------------------------------------------------- /tests/mcmc_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mcmc_test.py -------------------------------------------------------------------------------- /tests/metrics_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/metrics_test.py -------------------------------------------------------------------------------- /tests/mini_sbibm/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/__init__.py -------------------------------------------------------------------------------- /tests/mini_sbibm/base_task.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/base_task.py -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_1.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_10.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_2.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_2.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_3.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_3.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_4.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_4.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_5.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_5.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_6.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_6.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_7.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_7.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_8.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_8.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/samples_9.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/samples_9.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_1.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_10.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_2.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_2.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_3.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_3.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_4.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_4.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_5.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_5.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_6.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_6.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_7.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_7.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_8.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_8.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/theta_o_9.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/theta_o_9.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_1.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_10.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_2.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_2.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_3.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_3.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_4.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_4.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_5.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_5.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_6.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_6.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_7.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_7.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_8.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_8.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/slcp/x_o_9.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/slcp/x_o_9.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_1.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_10.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_2.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_2.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_3.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_3.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_4.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_4.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_5.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_5.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_6.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_6.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_7.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_7.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_8.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_8.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/samples_9.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/samples_9.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_1.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_10.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_2.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_2.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_3.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_3.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_4.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_4.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_5.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_5.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_6.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_6.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_7.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_7.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_8.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_8.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/theta_o_9.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/theta_o_9.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_1.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_1.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_10.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_10.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_2.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_2.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_3.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_3.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_4.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_4.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_5.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_5.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_6.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_6.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_7.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_7.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_8.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_8.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/files/two_moons/x_o_9.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/files/two_moons/x_o_9.pt -------------------------------------------------------------------------------- /tests/mini_sbibm/gaussian_linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/gaussian_linear.py -------------------------------------------------------------------------------- /tests/mini_sbibm/linear_mvg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/linear_mvg.py -------------------------------------------------------------------------------- /tests/mini_sbibm/slcp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/slcp.py -------------------------------------------------------------------------------- /tests/mini_sbibm/two_moons.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mini_sbibm/two_moons.py -------------------------------------------------------------------------------- /tests/misspecification_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/misspecification_test.py -------------------------------------------------------------------------------- /tests/mnle_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mnle_test.py -------------------------------------------------------------------------------- /tests/mnpe_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/mnpe_test.py -------------------------------------------------------------------------------- /tests/multiprocessing_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/multiprocessing_test.py -------------------------------------------------------------------------------- /tests/plot_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/plot_test.py -------------------------------------------------------------------------------- /tests/posterior_nn_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/posterior_nn_test.py -------------------------------------------------------------------------------- /tests/posterior_parameters_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/posterior_parameters_test.py -------------------------------------------------------------------------------- /tests/posterior_sampler_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/posterior_sampler_test.py -------------------------------------------------------------------------------- /tests/potential_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/potential_test.py -------------------------------------------------------------------------------- /tests/prior_device_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/prior_device_tests.py -------------------------------------------------------------------------------- /tests/pyroutils_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/pyroutils_test.py -------------------------------------------------------------------------------- /tests/ratio_estimator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/ratio_estimator_test.py -------------------------------------------------------------------------------- /tests/save_and_load_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/save_and_load_test.py -------------------------------------------------------------------------------- /tests/sbc_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/sbc_test.py -------------------------------------------------------------------------------- /tests/sbiutils_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/sbiutils_test.py -------------------------------------------------------------------------------- /tests/score_samplers_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/score_samplers_test.py -------------------------------------------------------------------------------- /tests/sensitivity_analysis_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/sensitivity_analysis_test.py -------------------------------------------------------------------------------- /tests/simulator_utils_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/simulator_utils_test.py -------------------------------------------------------------------------------- /tests/strip_notebook_outputs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/strip_notebook_outputs.py -------------------------------------------------------------------------------- /tests/tarp_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/tarp_test.py -------------------------------------------------------------------------------- /tests/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/test_utils.py -------------------------------------------------------------------------------- /tests/torchutils_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/torchutils_test.py -------------------------------------------------------------------------------- /tests/training_dataclasses_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/training_dataclasses_test.py -------------------------------------------------------------------------------- /tests/transforms_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/transforms_test.py -------------------------------------------------------------------------------- /tests/tutorials_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/tutorials_test.py -------------------------------------------------------------------------------- /tests/user_input_checks_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/user_input_checks_test.py -------------------------------------------------------------------------------- /tests/vector_field_nets_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/vector_field_nets_test.py -------------------------------------------------------------------------------- /tests/vf_estimator_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/vf_estimator_test.py -------------------------------------------------------------------------------- /tests/vi_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sbi-dev/sbi/HEAD/tests/vi_test.py --------------------------------------------------------------------------------