LICENSE
README.md
pyproject.toml
docs/source/conf.py
examples/test.py
mlvern/__init__.py
mlvern.egg-info/PKG-INFO
mlvern.egg-info/SOURCES.txt
mlvern.egg-info/dependency_links.txt
mlvern.egg-info/requires.txt
mlvern.egg-info/top_level.txt
mlvern/core/__init__.py
mlvern/core/forge.py
mlvern/data/__init__.py
mlvern/data/fingerprint.py
mlvern/data/inspect.py
mlvern/data/register.py
mlvern/data/risk_check.py
mlvern/data/statistics.py
mlvern/train/trainer.py
mlvern/utils/__init__.py
mlvern/utils/artifact.py
mlvern/utils/dataset_utils.py
mlvern/utils/environment.py
mlvern/utils/hashing.py
mlvern/utils/registry.py
mlvern/version/run_manager.py
mlvern/visual/auto_plot.py
mlvern/visual/eda.py
tests/test_utilities.py
tests/test_versioning.py
tests/data/__init__.py
tests/data/conftest.py
tests/data/edge_cases/test_all_null_column.py
tests/data/edge_cases/test_all_nulls.py
tests/data/edge_cases/test_constant_columns.py
tests/data/edge_cases/test_empty_dataframe.py
tests/data/edge_cases/test_high_cardinality.py
tests/data/edge_cases/test_insufficient_rows.py
tests/data/edge_cases/test_single_row.py
tests/data/integration/test_full_inspection.py
tests/data/integration/test_report_structure.py
tests/data/integration/test_risk_pipeline.py
tests/data/integration/test_save_report.py
tests/data/integration/test_statistics_pipeline.py
tests/data/performance/test_large_dataframe.py
tests/data/risk/test_class_imbalance.py
tests/data/risk/test_data_drift.py
tests/data/risk/test_run_risk_checks.py
tests/data/risk/test_sampling_bias.py
tests/data/risk/test_sensitive_attribute_imbalance.py
tests/data/risk/test_target_leakage.py
tests/data/risk/test_train_test_mismatch.py
tests/data/statistics/test_compute_statistics.py
tests/data/statistics/test_correlations.py
tests/data/statistics/test_dimensionality_signals.py
tests/data/statistics/test_distribution_shape.py
tests/data/statistics/test_feature_target_association.py
tests/data/statistics/test_hypothesis_tests.py
tests/data/statistics/test_interaction_patterns.py
tests/data/statistics/test_numeric_summary.py
tests/data/statistics/test_redundant_features.py
tests/data/statistics/test_vif.py
tests/data/unit/test_init.py
tests/data/unit/test_profile_cardinality.py
tests/data/unit/test_profile_duplicates.py
tests/data/unit/test_profile_missing.py
tests/data/unit/test_profile_numeric_ranges.py
tests/data/unit/test_profile_outliers.py
tests/data/unit/test_profile_shape.py
tests/data/unit/test_profile_target.py
tests/data/unit/test_validate_input.py
tests/data/validation/test_leakage_checks.py
tests/data/validation/test_null_thresholds.py
tests/data/validation/test_range_validation.py
tests/data/validation/test_schema_validation.py
tests/data/validation/test_temporal_validation.py
tests/data/validation/test_type_consistency.py
tests/plots/__init__.py
tests/plots/conftest.py
tests/plots/edge_cases/test_all_null_numeric.py
tests/plots/edge_cases/test_empty_dataframe_plots.py
tests/plots/edge_cases/test_no_numeric_columns.py
tests/plots/edge_cases/test_single_row_plots.py
tests/plots/integration/test_basic_eda_end_to_end.py
tests/plots/integration/test_basic_eda_no_target.py
tests/plots/reports/test_eda_report_contents.py
tests/plots/reports/test_eda_report_written.py
tests/plots/target/test_categorical_target.py
tests/plots/target/test_missing_target_column.py
tests/plots/target/test_numeric_target.py
tests/plots/unit/test_box_violin_plots.py
tests/plots/unit/test_correlation_plot.py
tests/plots/unit/test_directory_resolution.py
tests/plots/unit/test_missingness_plot.py
tests/plots/unit/test_numeric_distributions.py
tests/training/__init__.py
tests/training/conftest.py
tests/training/test_forge_datasets.py
tests/training/test_forge_evaluation.py
tests/training/test_forge_initialization.py
tests/training/test_forge_integration.py
tests/training/test_forge_models.py
tests/training/test_forge_runs.py
tests/training/test_train_model.py