LICENSE
README.md
pyproject.toml
bayesflow/__init__.py
bayesflow.egg-info/PKG-INFO
bayesflow.egg-info/SOURCES.txt
bayesflow.egg-info/dependency_links.txt
bayesflow.egg-info/requires.txt
bayesflow.egg-info/top_level.txt
bayesflow/adapters/__init__.py
bayesflow/adapters/adapter.py
bayesflow/adapters/transforms/__init__.py
bayesflow/adapters/transforms/as_set.py
bayesflow/adapters/transforms/as_time_series.py
bayesflow/adapters/transforms/broadcast.py
bayesflow/adapters/transforms/concatenate.py
bayesflow/adapters/transforms/constrain.py
bayesflow/adapters/transforms/convert_dtype.py
bayesflow/adapters/transforms/drop.py
bayesflow/adapters/transforms/elementwise_transform.py
bayesflow/adapters/transforms/expand_dims.py
bayesflow/adapters/transforms/filter_transform.py
bayesflow/adapters/transforms/keep.py
bayesflow/adapters/transforms/log.py
bayesflow/adapters/transforms/map_transform.py
bayesflow/adapters/transforms/numpy_transform.py
bayesflow/adapters/transforms/one_hot.py
bayesflow/adapters/transforms/rename.py
bayesflow/adapters/transforms/scale.py
bayesflow/adapters/transforms/serializable_custom_transform.py
bayesflow/adapters/transforms/shift.py
bayesflow/adapters/transforms/split.py
bayesflow/adapters/transforms/sqrt.py
bayesflow/adapters/transforms/standardize.py
bayesflow/adapters/transforms/to_array.py
bayesflow/adapters/transforms/to_dict.py
bayesflow/adapters/transforms/transform.py
bayesflow/approximators/__init__.py
bayesflow/approximators/approximator.py
bayesflow/approximators/continuous_approximator.py
bayesflow/approximators/model_comparison_approximator.py
bayesflow/approximators/point_approximator.py
bayesflow/approximators/backend_approximators/__init__.py
bayesflow/approximators/backend_approximators/backend_approximator.py
bayesflow/approximators/backend_approximators/jax_approximator.py
bayesflow/approximators/backend_approximators/numpy_approximator.py
bayesflow/approximators/backend_approximators/tensorflow_approximator.py
bayesflow/approximators/backend_approximators/torch_approximator.py
bayesflow/datasets/__init__.py
bayesflow/datasets/disk_dataset.py
bayesflow/datasets/offline_dataset.py
bayesflow/datasets/online_dataset.py
bayesflow/datasets/rounds_dataset.py
bayesflow/diagnostics/__init__.py
bayesflow/diagnostics/metrics/__init__.py
bayesflow/diagnostics/metrics/calibration_error.py
bayesflow/diagnostics/metrics/classifier_two_sample_test.py
bayesflow/diagnostics/metrics/expected_calibration_error.py
bayesflow/diagnostics/metrics/posterior_contraction.py
bayesflow/diagnostics/metrics/root_mean_squared_error.py
bayesflow/diagnostics/plots/__init__.py
bayesflow/diagnostics/plots/calibration_ecdf.py
bayesflow/diagnostics/plots/calibration_ecdf_from_quantiles.py
bayesflow/diagnostics/plots/calibration_histogram.py
bayesflow/diagnostics/plots/loss.py
bayesflow/diagnostics/plots/mc_calibration.py
bayesflow/diagnostics/plots/mc_confusion_matrix.py
bayesflow/diagnostics/plots/mmd_hypothesis_test.py
bayesflow/diagnostics/plots/pairs_posterior.py
bayesflow/diagnostics/plots/pairs_samples.py
bayesflow/diagnostics/plots/recovery.py
bayesflow/diagnostics/plots/recovery_from_estimates.py
bayesflow/diagnostics/plots/z_score_contraction.py
bayesflow/distributions/__init__.py
bayesflow/distributions/diagonal_normal.py
bayesflow/distributions/diagonal_student_t.py
bayesflow/distributions/distribution.py
bayesflow/distributions/mixture.py
bayesflow/experimental/__init__.py
bayesflow/experimental/continuous_time_consistency_model.py
bayesflow/experimental/cif/__init__.py
bayesflow/experimental/cif/cif.py
bayesflow/experimental/cif/conditional_gaussian.py
bayesflow/experimental/free_form_flow/__init__.py
bayesflow/experimental/free_form_flow/free_form_flow.py
bayesflow/experimental/resnet/__init__.py
bayesflow/experimental/resnet/dense_resnet.py
bayesflow/experimental/resnet/double_conv.py
bayesflow/experimental/resnet/double_linear.py
bayesflow/experimental/resnet/resnet.py
bayesflow/links/__init__.py
bayesflow/links/ordered.py
bayesflow/links/ordered_quantiles.py
bayesflow/links/positive_definite.py
bayesflow/metrics/__init__.py
bayesflow/metrics/maximum_mean_discrepancy.py
bayesflow/metrics/root_mean_squard_error.py
bayesflow/metrics/functional/__init__.py
bayesflow/metrics/functional/kernels.py
bayesflow/metrics/functional/maximum_mean_discrepancy.py
bayesflow/metrics/functional/root_mean_squared_error.py
bayesflow/networks/__init__.py
bayesflow/networks/inference_network.py
bayesflow/networks/point_inference_network.py
bayesflow/networks/summary_network.py
bayesflow/networks/consistency_models/__init__.py
bayesflow/networks/consistency_models/consistency_model.py
bayesflow/networks/coupling_flow/__init__.py
bayesflow/networks/coupling_flow/actnorm.py
bayesflow/networks/coupling_flow/coupling_flow.py
bayesflow/networks/coupling_flow/invertible_layer.py
bayesflow/networks/coupling_flow/couplings/__init__.py
bayesflow/networks/coupling_flow/couplings/dual_coupling.py
bayesflow/networks/coupling_flow/couplings/single_coupling.py
bayesflow/networks/coupling_flow/permutations/__init__.py
bayesflow/networks/coupling_flow/permutations/fixed_permutation.py
bayesflow/networks/coupling_flow/permutations/orthogonal.py
bayesflow/networks/coupling_flow/permutations/random.py
bayesflow/networks/coupling_flow/permutations/swap.py
bayesflow/networks/coupling_flow/transforms/__init__.py
bayesflow/networks/coupling_flow/transforms/_rational_quadratic.py
bayesflow/networks/coupling_flow/transforms/affine_transform.py
bayesflow/networks/coupling_flow/transforms/spline_transform.py
bayesflow/networks/coupling_flow/transforms/transform.py
bayesflow/networks/deep_set/__init__.py
bayesflow/networks/deep_set/deep_set.py
bayesflow/networks/deep_set/equivariant_layer.py
bayesflow/networks/deep_set/invariant_layer.py
bayesflow/networks/embeddings/__init__.py
bayesflow/networks/embeddings/fourier_embedding.py
bayesflow/networks/embeddings/recurrent_embedding.py
bayesflow/networks/embeddings/time2vec.py
bayesflow/networks/flow_matching/__init__.py
bayesflow/networks/flow_matching/flow_matching.py
bayesflow/networks/mlp/__init__.py
bayesflow/networks/mlp/mlp.py
bayesflow/networks/residual/__init__.py
bayesflow/networks/residual/residual.py
bayesflow/networks/time_series_network/__init__.py
bayesflow/networks/time_series_network/skip_recurrent.py
bayesflow/networks/time_series_network/time_series_network.py
bayesflow/networks/transformers/__init__.py
bayesflow/networks/transformers/fusion_transformer.py
bayesflow/networks/transformers/isab.py
bayesflow/networks/transformers/mab.py
bayesflow/networks/transformers/pma.py
bayesflow/networks/transformers/sab.py
bayesflow/networks/transformers/set_transformer.py
bayesflow/networks/transformers/time_series_transformer.py
bayesflow/scores/__init__.py
bayesflow/scores/mean_score.py
bayesflow/scores/median_score.py
bayesflow/scores/multivariate_normal_score.py
bayesflow/scores/normed_difference_score.py
bayesflow/scores/parametric_distribution_score.py
bayesflow/scores/quantile_score.py
bayesflow/scores/scoring_rule.py
bayesflow/simulators/__init__.py
bayesflow/simulators/hierarchical_simulator.py
bayesflow/simulators/lambda_simulator.py
bayesflow/simulators/make_simulator.py
bayesflow/simulators/model_comparison_simulator.py
bayesflow/simulators/sequential_simulator.py
bayesflow/simulators/simulator.py
bayesflow/simulators/benchmark_simulators/__init__.py
bayesflow/simulators/benchmark_simulators/benchmark_simulator.py
bayesflow/simulators/benchmark_simulators/bernoulli_glm.py
bayesflow/simulators/benchmark_simulators/bernoulli_glm_raw.py
bayesflow/simulators/benchmark_simulators/gaussian_linear.py
bayesflow/simulators/benchmark_simulators/gaussian_linear_uniform.py
bayesflow/simulators/benchmark_simulators/gaussian_mixture.py
bayesflow/simulators/benchmark_simulators/inverse_kinematics.py
bayesflow/simulators/benchmark_simulators/lotka_volterra.py
bayesflow/simulators/benchmark_simulators/sir.py
bayesflow/simulators/benchmark_simulators/slcp.py
bayesflow/simulators/benchmark_simulators/slcp_distractors.py
bayesflow/simulators/benchmark_simulators/two_moons.py
bayesflow/types/__init__.py
bayesflow/types/shape.py
bayesflow/types/tensor.py
bayesflow/utils/__init__.py
bayesflow/utils/callbacks.py
bayesflow/utils/context_managers.py
bayesflow/utils/decorators.py
bayesflow/utils/devices.py
bayesflow/utils/dict_utils.py
bayesflow/utils/empty.py
bayesflow/utils/functional.py
bayesflow/utils/git.py
bayesflow/utils/hparam_utils.py
bayesflow/utils/integrate.py
bayesflow/utils/io.py
bayesflow/utils/keras_utils.py
bayesflow/utils/logging.py
bayesflow/utils/numpy_utils.py
bayesflow/utils/plot_utils.py
bayesflow/utils/serialization.py
bayesflow/utils/tensor_utils.py
bayesflow/utils/validators.py
bayesflow/utils/_docs/__init__.py
bayesflow/utils/_docs/_populate_all.py
bayesflow/utils/classification/__init__.py
bayesflow/utils/classification/calibration_curve.py
bayesflow/utils/classification/confusion_matrix.py
bayesflow/utils/dispatch/__init__.py
bayesflow/utils/dispatch/find_cost.py
bayesflow/utils/dispatch/find_distribution.py
bayesflow/utils/dispatch/find_inference_network.py
bayesflow/utils/dispatch/find_network.py
bayesflow/utils/dispatch/find_permutation.py
bayesflow/utils/dispatch/find_pooling.py
bayesflow/utils/dispatch/find_recurrent_net.py
bayesflow/utils/dispatch/find_summary_network.py
bayesflow/utils/ecdf/__init__.py
bayesflow/utils/ecdf/minimal_coverage_probs.py
bayesflow/utils/ecdf/pointwise_ecdf_bands.py
bayesflow/utils/ecdf/ranks.py
bayesflow/utils/ecdf/simultaneous_ecdf_bands.py
bayesflow/utils/exceptions/__init__.py
bayesflow/utils/exceptions/shape_error.py
bayesflow/utils/jacobian/__init__.py
bayesflow/utils/jacobian/jacobian.py
bayesflow/utils/jacobian/jacobian_trace.py
bayesflow/utils/jacobian/jvp.py
bayesflow/utils/jacobian/vjp.py
bayesflow/utils/optimal_transport/__init__.py
bayesflow/utils/optimal_transport/euclidean.py
bayesflow/utils/optimal_transport/log_sinkhorn.py
bayesflow/utils/optimal_transport/optimal_transport.py
bayesflow/utils/optimal_transport/sinkhorn.py
bayesflow/workflows/__init__.py
bayesflow/workflows/basic_workflow.py
bayesflow/workflows/workflow.py
bayesflow/wrappers/__init__.py
bayesflow/wrappers/mamba/__init__.py
bayesflow/wrappers/mamba/mamba.py
bayesflow/wrappers/mamba/mamba_block.py
docsrc/generate-redirects.py
docsrc/poly.py
docsrc/polyversion_patches.py
docsrc/pre-build.py
docsrc/source/conf.py
docsrc/source/sphinxext/adapt_autodoc_docstring.py
docsrc/source/sphinxext/override_pst_pagetoc.py
tests/__init__.py
tests/conftest.py
tests/test_adapters/__init__.py
tests/test_adapters/conftest.py
tests/test_adapters/test_adapters.py
tests/test_approximators/__init__.py
tests/test_approximators/conftest.py
tests/test_approximators/test_estimate.py
tests/test_approximators/test_fit.py
tests/test_approximators/test_point_approximators/__init__.py
tests/test_approximators/test_point_approximators/conftest.py
tests/test_approximators/test_point_approximators/test_sample.py
tests/test_datasets/__init__.py
tests/test_datasets/conftest.py
tests/test_datasets/test_datasets.py
tests/test_diagnostics/__init__.py
tests/test_diagnostics/conftest.py
tests/test_diagnostics/test_diagnostics_metrics.py
tests/test_diagnostics/test_diagnostics_plots.py
tests/test_distributions/__init__.py
tests/test_distributions/conftest.py
tests/test_distributions/test_distributions.py
tests/test_examples/__init__.py
tests/test_examples/conftest.py
tests/test_examples/test_examples.py
tests/test_links/__init__.py
tests/test_links/conftest.py
tests/test_links/test_links.py
tests/test_networks/__init__.py
tests/test_networks/conftest.py
tests/test_networks/test_embeddings.py
tests/test_networks/test_inference_networks.py
tests/test_networks/test_summary_networks.py
tests/test_networks/test_coupling_flow/__init__.py
tests/test_networks/test_coupling_flow/conftest.py
tests/test_networks/test_coupling_flow/test_invertible_layers.py
tests/test_networks/test_coupling_flow/test_permutations.py
tests/test_networks/test_mlp/__init__.py
tests/test_networks/test_mlp/conftest.py
tests/test_networks/test_mlp/test_mlp.py
tests/test_networks/test_point_inference_network/__init__.py
tests/test_networks/test_point_inference_network/conftest.py
tests/test_networks/test_point_inference_network/test_point_inference_network.py
tests/test_scores/__init__.py
tests/test_scores/conftest.py
tests/test_scores/test_scores.py
tests/test_simulators/__init__.py
tests/test_simulators/conftest.py
tests/test_simulators/test_simulators.py
tests/test_two_moons/__init__.py
tests/test_two_moons/conftest.py
tests/test_two_moons/test_two_moons.py
tests/test_utils/__init__.py
tests/test_utils/conftest.py
tests/test_utils/test_dispatch.py
tests/test_utils/test_ecdf.py
tests/test_utils/test_integrate.py
tests/test_utils/test_jacobian.py
tests/test_utils/test_optimal_transport.py
tests/test_utils/test_serialize_deserialize.py
tests/test_workflows/__init__.py
tests/test_workflows/conftest.py
tests/test_workflows/test_basic_workflow.py
tests/test_wrappers/__init__.py
tests/test_wrappers/conftest.py
tests/test_wrappers/test_mamba.py
tests/utils/__init__.py
tests/utils/assertions.py
tests/utils/callbacks.py
tests/utils/check_combinations.py
tests/utils/jupyter.py
tests/utils/normal_simulator.py
tests/utils/ops.py