LICENSE
MANIFEST.in
NOTICE
README.md
pyproject.toml
mixle/__init__.py
mixle/capability.py
mixle/contracts.py
mixle/dist.py
mixle/ops.py
mixle/process.py
mixle/relations.py
mixle.egg-info/PKG-INFO
mixle.egg-info/SOURCES.txt
mixle.egg-info/dependency_links.txt
mixle.egg-info/requires.txt
mixle.egg-info/top_level.txt
mixle/analysis/__init__.py
mixle/analysis/covariance_shrinkage.py
mixle/analysis/coverage.py
mixle/analysis/extreme.py
mixle/analysis/kde.py
mixle/analysis/kriging.py
mixle/analysis/max_stable.py
mixle/analysis/rank_aggregation.py
mixle/analysis/spatial_mixture.py
mixle/data/__init__.py
mixle/data/core.py
mixle/data/encoded_io.py
mixle/data/hashing.py
mixle/data/partition.py
mixle/data/schema.py
mixle/data/structure.py
mixle/data/validate.py
mixle/data/sources/__init__.py
mixle/data/sources/arrow_source.py
mixle/data/sources/graph_source.py
mixle/data/sources/hadoop_source.py
mixle/data/sources/mongo_source.py
mixle/data/sources/pandas_source.py
mixle/data/sources/spark_source.py
mixle/data/sources/sql_source.py
mixle/data/sources/text_source.py
mixle/doe/__init__.py
mixle/doe/_contracts.py
mixle/doe/active.py
mixle/doe/analysis.py
mixle/doe/batch.py
mixle/doe/bayesopt.py
mixle/doe/calibrate.py
mixle/doe/constrained.py
mixle/doe/designs.py
mixle/doe/entropy.py
mixle/doe/factorial.py
mixle/doe/mixture.py
mixle/doe/multifidelity.py
mixle/doe/multiobjective.py
mixle/doe/optimal.py
mixle/doe/optimizer.py
mixle/doe/propagate.py
mixle/doe/sensitivity.py
mixle/doe/trust_region.py
mixle/engines/__init__.py
mixle/engines/arithmetic.py
mixle/engines/base.py
mixle/engines/jax_engine.py
mixle/engines/numpy_engine.py
mixle/engines/precision.py
mixle/engines/symbolic_engine.py
mixle/engines/symbolic_export.py
mixle/engines/torch_engine.py
mixle/enumeration/__init__.py
mixle/enumeration/algorithms.py
mixle/enumeration/assignment.py
mixle/enumeration/best_first.py
mixle/enumeration/density_rank.py
mixle/enumeration/hmm_paths.py
mixle/enumeration/model_enumeration.py
mixle/enumeration/spanning.py
mixle/enumeration/streams.py
mixle/enumeration/quantization/__init__.py
mixle/enumeration/quantization/core.py
mixle/enumeration/quantization/parallel.py
mixle/enumeration/quantization/seek.py
mixle/enumeration/quantization/semiring.py
mixle/inference/__init__.py
mixle/inference/_advi.py
mixle/inference/backends.py
mixle/inference/block_gibbs.py
mixle/inference/calibration.py
mixle/inference/conformal.py
mixle/inference/cross_validation.py
mixle/inference/diagnostics.py
mixle/inference/em.py
mixle/inference/errors_in_variables.py
mixle/inference/estimation.py
mixle/inference/fisher.py
mixle/inference/glm.py
mixle/inference/gradient_fit.py
mixle/inference/model_comparison.py
mixle/inference/multiple_testing.py
mixle/inference/nonparametric.py
mixle/inference/objectives.py
mixle/inference/ordinal.py
mixle/inference/posterior.py
mixle/inference/priors.py
mixle/inference/resampling.py
mixle/inference/robust.py
mixle/inference/scoring.py
mixle/inference/streaming.py
mixle/inference/survival.py
mixle/inference/target.py
mixle/inference/mcmc/__init__.py
mixle/inference/mcmc/conjugate.py
mixle/inference/mcmc/gradients.py
mixle/inference/mcmc/nuts_numba.py
mixle/inference/mcmc/nuts_torch.py
mixle/inference/mcmc/parameter_bridge.py
mixle/inference/mcmc/proposals.py
mixle/inference/mcmc/samplers.py
mixle/inference/production/__init__.py
mixle/inference/production/drift.py
mixle/inference/production/monitor.py
mixle/inference/production/provenance.py
mixle/inference/production/registry.py
mixle/inference/production/serving.py
mixle/models/__init__.py
mixle/models/_forest.py
mixle/models/_kernels.py
mixle/models/_result.py
mixle/models/dependence.py
mixle/models/dirichlet_process_mixture.py
mixle/models/gaussian_process.py
mixle/models/grammar.py
mixle/models/knowledge_graph.py
mixle/models/neural.py
mixle/models/partially_observable_markov_decision_process.py
mixle/models/random_forest.py
mixle/models/random_graph.py
mixle/models/sparse_gaussian_process.py
mixle/ppl/__init__.py
mixle/ppl/_grid.py
mixle/ppl/_lowering.py
mixle/ppl/_result.py
mixle/ppl/autograd.py
mixle/ppl/conformal.py
mixle/ppl/core.py
mixle/ppl/diagnostics.py
mixle/ppl/distributions.py
mixle/ppl/field.py
mixle/ppl/inference.py
mixle/ppl/predictive.py
mixle/ppl/priors.py
mixle/ppl/provenance.py
mixle/ppl/regression.py
mixle/ppl/rough_paths.py
mixle/ppl/statespace.py
mixle/ppl/summarize.py
mixle/ppl/survival.py
mixle/ppl/vmp.py
mixle/stats/__init__.py
mixle/stats/missing.py
mixle/stats/bayes/__init__.py
mixle/stats/bayes/conjugate.py
mixle/stats/bayes/dict_dirichlet.py
mixle/stats/bayes/dirichlet.py
mixle/stats/bayes/dirichlet_process_mixture.py
mixle/stats/bayes/hierarchical_dirichlet_process_mixture.py
mixle/stats/bayes/multivariate_normal_gamma.py
mixle/stats/bayes/normal_gamma.py
mixle/stats/bayes/normal_wishart.py
mixle/stats/bayes/pitman_yor.py
mixle/stats/bayes/symmetric_dirichlet.py
mixle/stats/combinator/__init__.py
mixle/stats/combinator/_base.py
mixle/stats/combinator/censored.py
mixle/stats/combinator/composite.py
mixle/stats/combinator/conditional.py
mixle/stats/combinator/exponential_tilt.py
mixle/stats/combinator/finite_stochastic_transform.py
mixle/stats/combinator/hurdle.py
mixle/stats/combinator/ignored.py
mixle/stats/combinator/null_dist.py
mixle/stats/combinator/optional.py
mixle/stats/combinator/record.py
mixle/stats/combinator/select.py
mixle/stats/combinator/sequence.py
mixle/stats/combinator/survival.py
mixle/stats/combinator/transform.py
mixle/stats/combinator/truncated.py
mixle/stats/combinator/weighted.py
mixle/stats/combinator/zero_inflated.py
mixle/stats/compute/__init__.py
mixle/stats/compute/_sampling.py
mixle/stats/compute/backend.py
mixle/stats/compute/capabilities.py
mixle/stats/compute/declarations.py
mixle/stats/compute/decomposition.py
mixle/stats/compute/encoded.py
mixle/stats/compute/exp_family.py
mixle/stats/compute/fused_codegen.py
mixle/stats/compute/fused_kernels.py
mixle/stats/compute/fused_nested.py
mixle/stats/compute/gradient.py
mixle/stats/compute/kernel.py
mixle/stats/compute/pdist.py
mixle/stats/compute/posterior.py
mixle/stats/compute/sampling_api.py
mixle/stats/compute/sequence.py
mixle/stats/compute/stacked.py
mixle/stats/compute/torch_mixture.py
mixle/stats/directional/__init__.py
mixle/stats/directional/bingham.py
mixle/stats/directional/kent.py
mixle/stats/directional/projected_normal.py
mixle/stats/directional/von_mises.py
mixle/stats/directional/von_mises_fisher.py
mixle/stats/directional/watson.py
mixle/stats/directional/wrapped_cauchy.py
mixle/stats/directional/wrapped_normal.py
mixle/stats/graphs/__init__.py
mixle/stats/graphs/erdos_renyi_graph.py
mixle/stats/graphs/hyperedge_replacement_grammar.py
mixle/stats/graphs/knowledge_graph.py
mixle/stats/graphs/random_dot_product_graph.py
mixle/stats/graphs/stochastic_block_graph.py
mixle/stats/graphs/temporal_graph_grammar.py
mixle/stats/graphs/vertex_replacement_grammar.py
mixle/stats/latent/__init__.py
mixle/stats/latent/_hidden_markov_numba_kernels.py
mixle/stats/latent/chained_attention.py
mixle/stats/latent/dirac_length.py
mixle/stats/latent/gaussian_mixture.py
mixle/stats/latent/heterogeneous_mixture.py
mixle/stats/latent/heterogeneous_pcfg.py
mixle/stats/latent/hidden_association.py
mixle/stats/latent/hidden_markov.py
mixle/stats/latent/hierarchical.py
mixle/stats/latent/hierarchical_mixture.py
mixle/stats/latent/hmm_determinize.py
mixle/stats/latent/indian_buffet_process.py
mixle/stats/latent/integer_hidden_association.py
mixle/stats/latent/integer_probabilistic_latent_semantic_indexing.py
mixle/stats/latent/joint_mixture.py
mixle/stats/latent/labeled_lda.py
mixle/stats/latent/lda.py
mixle/stats/latent/lookback_hidden_markov_model.py
mixle/stats/latent/mixture.py
mixle/stats/latent/probabilistic_pca.py
mixle/stats/latent/quantized_hidden_markov_model.py
mixle/stats/latent/responsibility_attention.py
mixle/stats/latent/segmental_hidden_markov_model.py
mixle/stats/latent/semi_supervised_hidden_markov_model.py
mixle/stats/latent/semi_supervised_mixture.py
mixle/stats/latent/tree_hidden_markov_model.py
mixle/stats/latent/variational_embedding_attention.py
mixle/stats/latent/variational_multihop_attention.py
mixle/stats/matrix/__init__.py
mixle/stats/matrix/inverse_wishart.py
mixle/stats/matrix/lkj.py
mixle/stats/matrix/matrix_normal.py
mixle/stats/matrix/wishart.py
mixle/stats/multivariate/__init__.py
mixle/stats/multivariate/categorical_multinomial.py
mixle/stats/multivariate/composition.py
mixle/stats/multivariate/diagonal_gaussian.py
mixle/stats/multivariate/dirichlet_multinomial.py
mixle/stats/multivariate/gaussian_copula.py
mixle/stats/multivariate/integer_multinomial.py
mixle/stats/multivariate/multivariate_gaussian.py
mixle/stats/multivariate/multivariate_student_t.py
mixle/stats/processes/__init__.py
mixle/stats/processes/birth_death.py
mixle/stats/processes/chinese_restaurant_process.py
mixle/stats/processes/hawkes_process.py
mixle/stats/processes/inhomogeneous_poisson.py
mixle/stats/processes/multivariate_hawkes.py
mixle/stats/processes/power_law_hawkes.py
mixle/stats/processes/renewal_process.py
mixle/stats/processes/temporal.py
mixle/stats/rankings/__init__.py
mixle/stats/rankings/_permutation_kernels.py
mixle/stats/rankings/bradley_terry.py
mixle/stats/rankings/ewens.py
mixle/stats/rankings/generalized_mallows.py
mixle/stats/rankings/generalized_mallows_model.py
mixle/stats/rankings/low_rank_permutation.py
mixle/stats/rankings/mallows.py
mixle/stats/rankings/matching.py
mixle/stats/rankings/paired_comparison.py
mixle/stats/rankings/plackett_luce.py
mixle/stats/rankings/spearman_rho.py
mixle/stats/rankings/thurstone.py
mixle/stats/sequences/__init__.py
mixle/stats/sequences/_keyed_accumulator.py
mixle/stats/sequences/integer_markov_chain.py
mixle/stats/sequences/markov_chain.py
mixle/stats/sequences/markov_transform.py
mixle/stats/sequences/sparse_markov_transform.py
mixle/stats/sets/__init__.py
mixle/stats/sets/bernoulli_set.py
mixle/stats/sets/integer_bernoulli_edit.py
mixle/stats/sets/integer_bernoulli_set.py
mixle/stats/sets/integer_step_bernoulli_edit.py
mixle/stats/trees/__init__.py
mixle/stats/trees/chow_liu_tree.py
mixle/stats/trees/integer_chow_liu_tree.py
mixle/stats/trees/spanning_tree.py
mixle/stats/univariate/__init__.py
mixle/stats/univariate/continuous/__init__.py
mixle/stats/univariate/continuous/beta.py
mixle/stats/univariate/continuous/exgaussian.py
mixle/stats/univariate/continuous/exponential.py
mixle/stats/univariate/continuous/gamma.py
mixle/stats/univariate/continuous/gaussian.py
mixle/stats/univariate/continuous/generalized_extreme_value.py
mixle/stats/univariate/continuous/generalized_gaussian.py
mixle/stats/univariate/continuous/generalized_pareto.py
mixle/stats/univariate/continuous/gumbel.py
mixle/stats/univariate/continuous/half_normal.py
mixle/stats/univariate/continuous/inverse_gamma.py
mixle/stats/univariate/continuous/inverse_gaussian.py
mixle/stats/univariate/continuous/laplace.py
mixle/stats/univariate/continuous/log_gaussian.py
mixle/stats/univariate/continuous/logistic.py
mixle/stats/univariate/continuous/nakagami.py
mixle/stats/univariate/continuous/pareto.py
mixle/stats/univariate/continuous/rayleigh.py
mixle/stats/univariate/continuous/rician.py
mixle/stats/univariate/continuous/skew_normal.py
mixle/stats/univariate/continuous/student_t.py
mixle/stats/univariate/continuous/tweedie.py
mixle/stats/univariate/continuous/uniform.py
mixle/stats/univariate/continuous/weibull.py
mixle/stats/univariate/discrete/__init__.py
mixle/stats/univariate/discrete/bernoulli.py
mixle/stats/univariate/discrete/beta_binomial.py
mixle/stats/univariate/discrete/binomial.py
mixle/stats/univariate/discrete/categorical.py
mixle/stats/univariate/discrete/geometric.py
mixle/stats/univariate/discrete/integer_categorical.py
mixle/stats/univariate/discrete/integer_uniform_spike.py
mixle/stats/univariate/discrete/logseries.py
mixle/stats/univariate/discrete/negative_binomial.py
mixle/stats/univariate/discrete/point_mass.py
mixle/stats/univariate/discrete/poisson.py
mixle/stats/univariate/discrete/skellam.py
mixle/tests/admm_test.py
mixle/tests/anisotropic_kernel_test.py
mixle/tests/api_naming_aliases_test.py
mixle/tests/arithmetic_constants_test.py
mixle/tests/assignment_kbest_test.py
mixle/tests/audit_fixes_regression_test.py
mixle/tests/auto_precision_test.py
mixle/tests/automatic_beta_test.py
mixle/tests/automatic_detectors_test.py
mixle/tests/automatic_exgaussian_test.py
mixle/tests/automatic_generalized_extreme_value_test.py
mixle/tests/automatic_generalized_gaussian_test.py
mixle/tests/automatic_generalized_pareto_test.py
mixle/tests/automatic_gof_test.py
mixle/tests/automatic_gumbel_test.py
mixle/tests/automatic_input_types_test.py
mixle/tests/automatic_inverse_gaussian_test.py
mixle/tests/automatic_logistic_test.py
mixle/tests/automatic_lognormal_test.py
mixle/tests/automatic_mixture_test.py
mixle/tests/automatic_model_weights_test.py
mixle/tests/automatic_negative_binomial_test.py
mixle/tests/automatic_pareto_test.py
mixle/tests/automatic_scientific_test.py
mixle/tests/automatic_skew_normal_test.py
mixle/tests/automatic_studentt_test.py
mixle/tests/automatic_test.py
mixle/tests/automatic_tweedie_test.py
mixle/tests/automatic_weibull_test.py
mixle/tests/backend_scoring_test.py
mixle/tests/balance_test.py
mixle/tests/base_dist_test.py
mixle/tests/bayes_streaming_test.py
mixle/tests/bayes_test.py
mixle/tests/bernoulli_conjugate_boundary_test.py
mixle/tests/beta_binomial_test.py
mixle/tests/bingham_test.py
mixle/tests/birth_death_test.py
mixle/tests/block_gibbs_test.py
mixle/tests/bradley_terry_test.py
mixle/tests/calibration_diagnostics_test.py
mixle/tests/calibration_test.py
mixle/tests/capability_test.py
mixle/tests/cardinality_milp_test.py
mixle/tests/categorical_expfamily_test.py
mixle/tests/categorical_test.py
mixle/tests/cdf_coverage_test.py
mixle/tests/cdf_discrete_test.py
mixle/tests/censored_test.py
mixle/tests/chained_attention_test.py
mixle/tests/checkpoint_test.py
mixle/tests/chinese_restaurant_process_test.py
mixle/tests/chisquare_gof_test.py
mixle/tests/chow_liu_tree_test.py
mixle/tests/clique_test.py
mixle/tests/composition_test.py
mixle/tests/compute_kernel_test.py
mixle/tests/compute_metadata_test.py
mixle/tests/conditional_audit_test.py
mixle/tests/conformal_array_test.py
mixle/tests/conformal_test.py
mixle/tests/conftest.py
mixle/tests/conjugate_test.py
mixle/tests/consistency_fixes_regression_test.py
mixle/tests/continuous_cdf_test.py
mixle/tests/count_dp_seek_logprob_test.py
mixle/tests/coupled_multiset_enum_test.py
mixle/tests/covariance_shrinkage_test.py
mixle/tests/coverage_estimation_test.py
mixle/tests/cross_validation_test.py
mixle/tests/dask_encoded_data_test.py
mixle/tests/data_layer_test.py
mixle/tests/dataframe_adapter_test.py
mixle/tests/decomposition_test.py
mixle/tests/dense_mass_hmc_test.py
mixle/tests/density_rank_test.py
mixle/tests/dirac_length_engine_test.py
mixle/tests/dirichlet_multinomial_test.py
mixle/tests/distribution_additions_test.py
mixle/tests/docstring_references_test.py
mixle/tests/doe_active_test.py
mixle/tests/doe_analysis_test.py
mixle/tests/doe_batch_test.py
mixle/tests/doe_bayesopt_test.py
mixle/tests/doe_constrained_test.py
mixle/tests/doe_criteria_sensitivity_test.py
mixle/tests/doe_designs_test.py
mixle/tests/doe_entropy_test.py
mixle/tests/doe_factorial_test.py
mixle/tests/doe_mixture_test.py
mixle/tests/doe_multifidelity_test.py
mixle/tests/doe_multiobjective_test.py
mixle/tests/doe_optimal_test.py
mixle/tests/doe_optimizer_test.py
mixle/tests/doe_turbo_test.py
mixle/tests/drift_test.py
mixle/tests/em_nonfinite_guard_test.py
mixle/tests/em_strategies_test.py
mixle/tests/encoded_data_backend_registry_test.py
mixle/tests/engine_accumulate_parity_test.py
mixle/tests/engine_op_parity_test.py
mixle/tests/engine_test.py
mixle/tests/entropy_methods_test.py
mixle/tests/enumeration_test.py
mixle/tests/enumerator_coverage_test.py
mixle/tests/enumerator_methods_test.py
mixle/tests/errors_in_variables_test.py
mixle/tests/estimator_stability_test.py
mixle/tests/ewens_test.py
mixle/tests/exgaussian_test.py
mixle/tests/exp_family_fisher_test.py
mixle/tests/exp_family_test.py
mixle/tests/exponential_tilt_test.py
mixle/tests/extreme_value_test.py
mixle/tests/field_sample_test.py
mixle/tests/field_test.py
mixle/tests/finite_stochastic_transform_test.py
mixle/tests/fisher_view_test.py
mixle/tests/fused_codegen_test.py
mixle/tests/fused_em_association_test.py
mixle/tests/fused_em_hmm_family_test.py
mixle/tests/fused_em_mixtures_test.py
mixle/tests/fused_em_support_bound_merge_test.py
mixle/tests/fused_em_test.py
mixle/tests/fused_em_variational_test.py
mixle/tests/gamma_audit_test.py
mixle/tests/gaussian_copula_test.py
mixle/tests/gaussian_process_matern_test.py
mixle/tests/gaussian_process_monotone_test.py
mixle/tests/generalized_extreme_value_test.py
mixle/tests/generalized_gaussian_test.py
mixle/tests/generalized_mallows_model_test.py
mixle/tests/generalized_mallows_test.py
mixle/tests/generalized_pareto_test.py
mixle/tests/generated_kernel_parity_test.py
mixle/tests/gev_gpd_moments_test.py
mixle/tests/geweke_test.py
mixle/tests/glm_test.py
mixle/tests/gradient_fit_test.py
mixle/tests/gradient_gamma_prior_audit_test.py
mixle/tests/graph_coloring_test.py
mixle/tests/graph_distribution_test.py
mixle/tests/graph_engine_test.py
mixle/tests/graph_source_audit_test.py
mixle/tests/gumbel_test.py
mixle/tests/half_normal_test.py
mixle/tests/hawkes_process_test.py
mixle/tests/heterogeneous_pcfg_test.py
mixle/tests/hidden_association_empty_given_audit_test.py
mixle/tests/hidden_association_engine_test.py
mixle/tests/hidden_association_keys_test.py
mixle/tests/hierarchical_test.py
mixle/tests/hmixture_engine_test.py
mixle/tests/hmm_determinize_test.py
mixle/tests/hmm_engine_test.py
mixle/tests/hmm_keys_test.py
mixle/tests/hmm_numba_parity_test.py
mixle/tests/hmm_sampler_batching_test.py
mixle/tests/hmm_steady_state_test.py
mixle/tests/hmm_terminal_states_test.py
mixle/tests/hmm_zero_prob_test.py
mixle/tests/hurdle_test.py
mixle/tests/hvis_test.py
mixle/tests/hyperedge_replacement_grammar_test.py
mixle/tests/ibp_test.py
mixle/tests/iis_test.py
mixle/tests/infer_backends_test.py
mixle/tests/infer_facade_test.py
mixle/tests/infer_parallel_chains_test.py
mixle/tests/inhomogeneous_poisson_test.py
mixle/tests/int_hidden_association_engine_test.py
mixle/tests/int_hidden_association_test.py
mixle/tests/int_plsi_engine_test.py
mixle/tests/integer_categorical_expfamily_test.py
mixle/tests/integer_markov_chain_audit_test.py
mixle/tests/integer_markov_chain_support_test.py
mixle/tests/integer_multinomial_expfamily_test.py
mixle/tests/inverse_gamma_test.py
mixle/tests/inverse_wishart_test.py
mixle/tests/jax_engine_test.py
mixle/tests/jmixture_engine_test.py
mixle/tests/kde_test.py
mixle/tests/kent_test.py
mixle/tests/kernels_ext_test.py
mixle/tests/kernels_test.py
mixle/tests/key_validation_test.py
mixle/tests/knowledge_gradient_test.py
mixle/tests/knowledge_graph_test.py
mixle/tests/kriging_test.py
mixle/tests/ks_gof_test.py
mixle/tests/latent_posterior_test.py
mixle/tests/lda_engine_test.py
mixle/tests/lda_len_test.py
mixle/tests/leaf_engine_test.py
mixle/tests/lightning_encoded_data_test.py
mixle/tests/lineage_test.py
mixle/tests/lkj_test.py
mixle/tests/llda_alpha_test.py
mixle/tests/llda_engine_test.py
mixle/tests/local_parallel_chunks_test.py
mixle/tests/log_density_convenience_test.py
mixle/tests/logei_acquisition_test.py
mixle/tests/logseries_test.py
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