LICENSE
README.md
pyproject.toml
src/tabnetics/__init__.py
src/tabnetics.egg-info/PKG-INFO
src/tabnetics.egg-info/SOURCES.txt
src/tabnetics.egg-info/dependency_links.txt
src/tabnetics.egg-info/requires.txt
src/tabnetics.egg-info/top_level.txt
src/tabnetics/benchmarks/__init__.py
src/tabnetics/benchmarks/artifacts.py
src/tabnetics/benchmarks/cli.py
src/tabnetics/benchmarks/compare_runs.py
src/tabnetics/benchmarks/config.py
src/tabnetics/benchmarks/execution.py
src/tabnetics/benchmarks/gaming_detectors.py
src/tabnetics/benchmarks/profiles.py
src/tabnetics/benchmarks/runner.py
src/tabnetics/classification/__init__.py
src/tabnetics/classification/backends.py
src/tabnetics/core/__init__.py
src/tabnetics/core/compat.py
src/tabnetics/core/errors.py
src/tabnetics/core/mnpo.py
src/tabnetics/core/paths.py
src/tabnetics/core/runtime.py
src/tabnetics/datasets/__init__.py
src/tabnetics/datasets/benchmark_catalog.py
src/tabnetics/datasets/containers.py
src/tabnetics/datasets/loaders.py
src/tabnetics/datasets/meta_features.py
src/tabnetics/datasets/registry.py
src/tabnetics/datasets/validation_catalog.py
src/tabnetics/distribution/__init__.py
src/tabnetics/distribution/bootstrap.py
src/tabnetics/distribution/selector.py
src/tabnetics/domains/__init__.py
src/tabnetics/domains/base.py
src/tabnetics/domains/bio/__init__.py
src/tabnetics/domains/bio/pipeline.py
src/tabnetics/domains/face/__init__.py
src/tabnetics/domains/face/datasets.py
src/tabnetics/domains/face/pipeline.py
src/tabnetics/feature_selection/__init__.py
src/tabnetics/feature_selection/aggregation.py
src/tabnetics/feature_selection/base.py
src/tabnetics/feature_selection/classification.py
src/tabnetics/feature_selection/config.py
src/tabnetics/feature_selection/conformal.py
src/tabnetics/feature_selection/contracts.py
src/tabnetics/feature_selection/copula.py
src/tabnetics/feature_selection/cv.py
src/tabnetics/feature_selection/meta_learning.py
src/tabnetics/feature_selection/prefilter.py
src/tabnetics/feature_selection/preprocessing.py
src/tabnetics/feature_selection/registry.py
src/tabnetics/feature_selection/result.py
src/tabnetics/feature_selection/scoring.py
src/tabnetics/feature_selection/stability_base.py
src/tabnetics/feature_selection/visualization.py
src/tabnetics/feature_selection/methods/__init__.py
src/tabnetics/feature_selection/methods/embedded.py
src/tabnetics/feature_selection/methods/filter.py
src/tabnetics/feature_selection/methods/group_fs.py
src/tabnetics/feature_selection/methods/hsic.py
src/tabnetics/feature_selection/methods/knockoff.py
src/tabnetics/feature_selection/methods/knockoff_benchmark.py
src/tabnetics/feature_selection/methods/multiclass.py
src/tabnetics/feature_selection/methods/pairwise.py
src/tabnetics/feature_selection/methods/screening.py
src/tabnetics/feature_selection/methods/sdr.py
src/tabnetics/feature_selection/methods/slce.py
src/tabnetics/feature_selection/methods/stability_selection.py
src/tabnetics/feature_selection/methods/tabpfn_classifier.py
src/tabnetics/feature_selection/methods/wrapper.py
src/tabnetics/feature_selection/mnpo/__init__.py
src/tabnetics/feature_selection/mnpo/consensus.py
src/tabnetics/feature_selection/mnpo/oracles.py
src/tabnetics/feature_selection/mnpo/portfolio.py
src/tabnetics/multiomics/__init__.py
src/tabnetics/multiomics/integration.py
src/tabnetics/pipeline/__init__.py
src/tabnetics/pipeline/config.py
src/tabnetics/pipeline/pipeline.py
src/tabnetics/pipeline/results.py
src/tabnetics/validation/__init__.py
src/tabnetics/validation/generate_plan.py
src/tabnetics/validation/suite.py
src/tabnetics/validation/campaigns/__init__.py
src/tabnetics/validation/campaigns/analyze_val11.py
src/tabnetics/validation/campaigns/analyze_val14.py
src/tabnetics/validation/campaigns/analyze_val4.py
src/tabnetics/validation/campaigns/analyze_val6.py
src/tabnetics/validation/core/__init__.py
src/tabnetics/validation/core/aggregate.py
src/tabnetics/validation/core/gates.py
src/tabnetics/validation/core/report.py
src/tabnetics/validation/core/shard_runner.py
tests/test_adaptive_portfolio_sizing.py
tests/test_adaptive_pos_cpp_layer.py
tests/test_analyze_val14.py
tests/test_audit_fixes.py
tests/test_banzhaf_values.py
tests/test_banzhaf_weighting.py
tests/test_batch_correction.py
tests/test_batch_correction_fold_safe.py
tests/test_benchmark_decomposition.py
tests/test_binary_guards.py
tests/test_bootstrap_gate.py
tests/test_chi_relief_filters.py
tests/test_chi_relief_portfolio.py
tests/test_classifier_backend.py
tests/test_classifier_conformal.py
tests/test_classifier_oracle.py
tests/test_cmim_fcbf.py
tests/test_compare_df_fs_runs.py
tests/test_config_dataclasses.py
tests/test_conformal_efficiency_oracle.py
tests/test_conformal_mapie.py
tests/test_conformal_uq_oracle.py
tests/test_copula_knockoff_selector.py
tests/test_cv_multimodel.py
tests/test_data_containers.py
tests/test_data_integrity_audit.py
tests/test_dataset_registry.py
tests/test_derandomized_knockoff.py
tests/test_df_diagnostics.py
tests/test_df_fs_benchmark_catalog.py
tests/test_df_fs_benchmark_parallel.py
tests/test_df_fs_pipeline.py
tests/test_domain_gate_filter.py
tests/test_domain_modules.py
tests/test_eats_calibration.py
tests/test_ece_conformal.py
tests/test_edge_cases_extreme.py
tests/test_edge_cases_parametrized.py
tests/test_evalue_screening.py
tests/test_feature_selector_regression.py
tests/test_fs_feature_cap.py
tests/test_gaming_detectors.py
tests/test_gate_config.py
tests/test_generate_plan_validation10.py
tests/test_generate_plan_validation14.py
tests/test_generate_plan_validation15.py
tests/test_generate_plan_validation16.py
tests/test_generate_plan_validation17.py
tests/test_generate_plan_validation6.py
tests/test_generate_plan_validation7.py
tests/test_generate_plan_validation8.py
tests/test_generate_plan_validation9.py
tests/test_group_fs.py
tests/test_hf_validation_bundle_loader.py
tests/test_hsic_delta_kernel.py
tests/test_importance_uq.py
tests/test_ipss_benchmark.py
tests/test_joint_auc_l1_selector.py
tests/test_knockoff_benchmark.py
tests/test_meta_features.py
tests/test_meta_learning_selector.py
tests/test_method_contracts.py
tests/test_method_isolation.py
tests/test_method_registry.py
tests/test_mnpo_core.py
tests/test_mnpo_core_oracles.py
tests/test_mnpo_diagnostics.py
tests/test_mnpo_feature_selector.py
tests/test_mnpo_multimodel_oracles.py
tests/test_mnpo_oracle_cap.py
tests/test_mnpo_oracle_extensions.py
tests/test_multi_omics_integration.py
tests/test_multiclass_score_cache.py
tests/test_oaenet_selector.py
tests/test_oracle_config_refactor.py
tests/test_oracle_presets.py
tests/test_oracle_weight_shrinkage.py
tests/test_paradigm_aware_prior.py
tests/test_pls_da_guard.py
tests/test_prefilter.py
tests/test_prefilter_union.py
tests/test_rashomon_importance.py
tests/test_ratio_features.py
tests/test_regime_gating.py
tests/test_reliability_filter.py
tests/test_reproducibility_seeds.py
tests/test_rnaseq_prefilter.py
tests/test_screening.py
tests/test_sdr_methods.py
tests/test_selector_penalty.py
tests/test_sklearn_compat.py
tests/test_slce_method.py
tests/test_sota_matched_classifiers.py
tests/test_sota_ranges.py
tests/test_stability_base.py
tests/test_summary_report.py
tests/test_tabpfn_wrapper.py
tests/test_tier_lockout.py
tests/test_tier_routing.py
tests/test_tree_overfitting_guard.py
tests/test_treeshap_selector.py
tests/test_val14_runtime_wiring.py
tests/test_validation_suite.py
tests/test_wmw_auc_multiclass.py
tests/test_wsnr_prefilter.py