API_REFERENCE.md
LICENSE.md
MANIFEST.in
README.md
architecture.md
config.schema.json
example.py
pyproject.toml
benchmarks/__init__.py
benchmarks/complexity_guard_benchmark.py
benchmarks/oversampling_benchmark.py
benchmarks/run_complexity_guard_benchmark.py
benchmarks/run_full_benchmark.py
benchmarks/run_oversampling_benchmark.py
benchmarks/run_sanity_gate_benchmark.py
benchmarks/sanity_gate_benchmark.py
src/configurable_automl_engine/__init__.py
src/configurable_automl_engine/_version.py
src/configurable_automl_engine/feature_selection.py
src/configurable_automl_engine/isotonic.py
src/configurable_automl_engine/models.py
src/configurable_automl_engine/preprocessing_presets.py
src/configurable_automl_engine/py.typed
src/configurable_automl_engine/trainer.py
src/configurable_automl_engine/trainer_artifact.py
src/configurable_automl_engine/trainer_data.py
src/configurable_automl_engine/trainer_feature_selection.py
src/configurable_automl_engine/trainer_params.py
src/configurable_automl_engine/trainer_quick.py
src/configurable_automl_engine/trainer_scoring.py
src/configurable_automl_engine/trainer_state.py
src/configurable_automl_engine/tuner.py
src/configurable_automl_engine/validation.py
src/configurable_automl_engine.egg-info/PKG-INFO
src/configurable_automl_engine.egg-info/SOURCES.txt
src/configurable_automl_engine.egg-info/dependency_links.txt
src/configurable_automl_engine.egg-info/requires.txt
src/configurable_automl_engine.egg-info/scm_file_list.json
src/configurable_automl_engine.egg-info/scm_version.json
src/configurable_automl_engine.egg-info/top_level.txt
src/configurable_automl_engine/common/__init__.py
src/configurable_automl_engine/common/datetime_features.py
src/configurable_automl_engine/common/definitions.py
src/configurable_automl_engine/common/dependency_utils.py
src/configurable_automl_engine/common/errors.py
src/configurable_automl_engine/common/log_setup.py
src/configurable_automl_engine/common/metrics.py
src/configurable_automl_engine/common/serialization_utils.py
src/configurable_automl_engine/common/settings.py
src/configurable_automl_engine/common/shared_frame.py
src/configurable_automl_engine/common/validation_utils.py
src/configurable_automl_engine/hpo/__init__.py
src/configurable_automl_engine/hpo/complexity_guard.py
src/configurable_automl_engine/hpo/complexity_rules.py
src/configurable_automl_engine/hpo/default_spaces.py
src/configurable_automl_engine/hpo/evaluation.py
src/configurable_automl_engine/hpo/plans.py
src/configurable_automl_engine/hpo/pruning.py
src/configurable_automl_engine/hpo/request.py
src/configurable_automl_engine/hpo/runner.py
src/configurable_automl_engine/hpo/search_space.py
src/configurable_automl_engine/hpo/target_domain.py
src/configurable_automl_engine/hpo/trial_pipeline.py
src/configurable_automl_engine/hpo/types.py
src/configurable_automl_engine/oversampling/__init__.py
src/configurable_automl_engine/oversampling/columns.py
src/configurable_automl_engine/oversampling/experimental.py
src/configurable_automl_engine/oversampling/sampler.py
src/configurable_automl_engine/oversampling/smoter.py
src/configurable_automl_engine/oversampling/targets.py
src/configurable_automl_engine/preprocessing/__init__.py
src/configurable_automl_engine/preprocessing/builder.py
src/configurable_automl_engine/preprocessing/columns.py
src/configurable_automl_engine/preprocessing/encoders.py
src/configurable_automl_engine/preprocessing/features.py
src/configurable_automl_engine/training_engine/__init__.py
src/configurable_automl_engine/training_engine/artifact.py
src/configurable_automl_engine/training_engine/component.py
src/configurable_automl_engine/training_engine/config_parser.py
src/configurable_automl_engine/training_engine/data_prep.py
src/configurable_automl_engine/training_engine/finalists.py
src/configurable_automl_engine/training_engine/hpo_phases.py
src/configurable_automl_engine/training_engine/parallel_deadlines.py
src/configurable_automl_engine/training_engine/parallel_executor.py
src/configurable_automl_engine/training_engine/parallel_logging.py
src/configurable_automl_engine/training_engine/parallel_outcome.py
src/configurable_automl_engine/training_engine/parallel_supervisor.py
src/configurable_automl_engine/training_engine/parallel_transport.py
src/configurable_automl_engine/training_engine/parallel_worker.py
src/configurable_automl_engine/training_engine/robust_winner.py
src/configurable_automl_engine/training_engine/sanity_circuits.py
src/configurable_automl_engine/training_engine/sanity_gate.py
src/configurable_automl_engine/training_engine/sanity_result.py
src/configurable_automl_engine/training_engine/select_steps.py
src/configurable_automl_engine/training_engine/state.py
src/configurable_automl_engine/training_engine/thread_pool.py
src/configurable_automl_engine/training_engine/config/__init__.py
src/configurable_automl_engine/training_engine/config/algorithms.py
src/configurable_automl_engine/training_engine/config/complexity_guard.py
src/configurable_automl_engine/training_engine/config/general.py
src/configurable_automl_engine/training_engine/config/general_rules.py
src/configurable_automl_engine/training_engine/config/phases.py
src/configurable_automl_engine/training_engine/config/root.py
src/configurable_automl_engine/training_engine/config/sanity_gate.py
tests/.gitkeep
tests/__init__.py
tests/conftest.py
tests/data_factory.py
tests/hpo_spec_factory.py
tests/parallel_tasks.py
tests/purity.py
tests/test_additional_metrics.py
tests/test_algorithms.py
tests/test_algorithms_extended.py
tests/test_api_defaults_consistency.py
tests/test_artifact_metadata.py
tests/test_bbc_cv.py
tests/test_benchmark_complexity_guard.py
tests/test_benchmark_high_cardinality.py
tests/test_benchmark_oversampling.py
tests/test_benchmark_sanity_gate_before_after.py
tests/test_categorical_encoding.py
tests/test_complexity_guard.py
tests/test_component.py
tests/test_config_validation.py
tests/test_dependency_utils.py
tests/test_direct_optimize_default_spaces.py
tests/test_e2e_categorical.py
tests/test_e2e_complexity_guard.py
tests/test_e2e_continuous_oversampling.py
tests/test_e2e_encoding_extended.py
tests/test_e2e_ordinal.py
tests/test_e2e_pipeline.py
tests/test_e2e_target_pipeline.py
tests/test_feature_selection.py
tests/test_finalists_pool.py
tests/test_gpr_defaults.py
tests/test_honest_scores.py
tests/test_hpo_pure.py
tests/test_import_layers.py
tests/test_import_side_effects.py
tests/test_input_diagnostics.py
tests/test_limit_hyperparameters.py
tests/test_logger.py
tests/test_logger_names.py
tests/test_manual_range_types.py
tests/test_metrics.py
tests/test_models.py
tests/test_module_structure.py
tests/test_objective.py
tests/test_oof_evaluation.py
tests/test_orchestrator_pure.py
tests/test_oversampling.py
tests/test_ownership.py
tests/test_parallel.py
tests/test_parallel_behavior.py
tests/test_parallel_deadlines.py
tests/test_parallel_logging.py
tests/test_parallel_orchestrator.py
tests/test_parallel_supervisor.py
tests/test_pipeline_steps.py
tests/test_pipeline_with_fractional_os.py
tests/test_predict_inf_policy.py
tests/test_preprocessing.py
tests/test_preprocessing_presets.py
tests/test_refactor_safety_net.py
tests/test_robust_winner.py
tests/test_sanity_gate.py
tests/test_select_phase.py
tests/test_serialization.py
tests/test_svr_epsilon_adaptive.py
tests/test_target_domain.py
tests/test_train_model.py
tests/test_trainer_pure.py
tests/test_tuner.py
tests/test_tuner_clipping.py
tests/test_tuner_pruning.py
tests/test_val_score_semantics.py
tests/test_validation.py
tests/test_validation_auto.py
tests/test_validation_strategy.py
tests/test_winner_selection.py
tests/trainer_helpers.py