.gitignore
.readthedocs.yaml
API_CONSISTENCY_SUMMARY.md
BEAUTIFUL_EDA_PLAN.py
BUG_FIX_COMPLETE.md
CHANGELOG.md
COLLEAGUE_FIX_SUMMARY.md
COMMIT_SUMMARY_theme_fix.md
DEPLOYMENT_CHECKLIST.md
DEPLOYMENT_SUMMARY_v0.13.0.md
DOCUMENTATION_POLICY.md
DOCUMENTATION_REVIEW_TEMPLATE.md
DOCUMENTATION_TONE_DOWN_SUMMARY.md
DOCUMENTATION_UPDATE_SUMMARY.md
DOCUMENTATION_UPDATE_SUMMARY_v0.13.2.md
DOCUMENTATION_UPDATE_v0.12.32.md
EDA_LEARNING_GUIDE.md
EDUCATIONAL_INTEGRATION.md
FEATURE_COMPARISON_ANALYSIS.md
FINAL_ML_WORKFLOW_FIXES.md
HOTFIX_SUMMARY_v0.12.23.md
IMPLEMENTATION_PLAN_optimize_display.md
INTEGRATION_GUIDE.py
LBP_WARNING_FIX_v0.12.24.md
LEADERBOARD_API_ENHANCED.md
LICENSE
ML_LEARNING_GUIDE.md
ML_WORKFLOW_FIXES_SUMMARY.md
PARAMETER_FIX_VALIDATION.md
POLICY_IMPLEMENTATION_GUIDE.md
POLICY_SUMMARY.md
PRODUCTION_RELEASE_v0.14.2.md
PUBLICATION_SUCCESS.md
PUBLICATION_SUCCESS_v0.12.30.md
PUBLICATION_SUCCESS_v0.12.31.md
PUBLISHING_CHECKLIST_v0.12.30.md
PUBLISH_COMMANDS.md
PYLANCE_RESOLUTION_SUCCESS.md
PYPI_CHANGELOG_FIX_COMPLETE.md
PYPI_PUBLISHING_CHECKLIST.md
PYPI_RTD_UPDATE_SUMMARY.md
QUICKSTART.md
QUICKSTART_DOCS_UPDATE_SUMMARY.md
README.md
READTHEDOCS_FIX.md
READTHEDOCS_ML_INTEGRATION_COMPLETE.md
RELEASE_CHECKLIST_v0.13.1.md
RELEASE_NOTES_v0.13.2.md
RELEASE_SUMMARY_v0.12.22.md
RELEASE_SUMMARY_v0.12.30.md
RELEASE_SUMMARY_v0.13.0.md
RELEASE_SUMMARY_v0.13.1.md
RTD_CHANGELOG_SYNC.md
THEME_DETECTION_FIX_v0.13.1.md
V0.12.3_DOCUMENTATION_UPDATE.md
agent_mode_test.txt
beautiful_eda_showcase.py
check_documentation_language.py
check_signature.py
clean_workflow_demo.py
comprehensive_test.py
dark_mode_compatibility_guide.ipynb
demo_boxplot.py
demo_cv_pipeline.py
demo_large_dataset_solutions.py
demo_quality_assessment.py
display_module.py
final_validation.py
fix_colab_display_issues.ipynb
fix_visualization_logic.py
jupyter_notebook_fix_test.py
manual_verification.py
minimal_test.py
minimal_test_ml.py
plan.md
pyproject.toml
quick_fix_test.py
quick_keyerror_test.py
quick_test.py
quick_test_parameters.py
readability_test.py
requirements.txt
sanity_test_dynamic_best_model.py
simple_test.py
simple_test_ml.py
simple_test_scatter_matrix.py
static_analysis_test.py
test_all_compatibility.py
test_analyze_image_features_comprehensive.py
test_assess_parameters.py
test_backward_compatibility.py
test_bayesian_optimization.py
test_boxplot.py
test_categorical_display.py
test_check_null_display_fix.py
test_class_remark.py
test_colab_alignment.py
test_colab_compatibility.py
test_colab_fixes.ipynb
test_colleague_fix.py
test_consistent_encoding.py
test_core_display.py
test_cv_function.py
test_display_fix.py
test_dynamic_best_model_selection.ipynb
test_dynamic_theme_detection.py
test_eda_insights.py
test_edaflow_optimization.py
test_edge_cases_alignment.py
test_encoding_bug.py
test_encoding_fix.py
test_encoding_suite.py
test_final_integration.py
test_final_verification.py
test_fix.py
test_glob_fix.py
test_heatmap.py
test_histograms.py
test_image_features.py
test_implementation_consistency.py
test_integration.py
test_interactive_boxplots.py
test_keyerror_fix.py
test_large_dataset_visualization.py
test_lbp_warning_fix.py
test_max_classes.py
test_ml_comprehensive.py
test_ml_experiment_fix.py
test_ml_subpackage.py
test_new_functions.py
test_outliers.py
test_parameter_consistency.py
test_positional_fix.py
test_problem_fix.py
test_prototype.py
test_quality_function.py
test_rename.py
test_scatter_matrix.py
test_scatter_matrix_fix.py
test_spacing.py
test_target_error.py
test_tuple_fix.py
test_tuple_issue.py
test_unhashable_fix.py
test_user_error.py
test_user_functionality.py
test_visualization_fix.py
test_visualization_fix_final.py
test_workflow_docs.py
validate_docs_update.py
verify_publication.py
verify_pypi.py
verify_pypi_version.py
verify_v0.13.1_release.py
./edaflow/__init__.py
./edaflow/display.py
./edaflow/analysis/__init__.py
./edaflow/analysis/core.py
./edaflow/analysis/missing_data.py
./edaflow/ml/__init__.py
./edaflow/ml/artifacts.py
./edaflow/ml/config.py
./edaflow/ml/curves.py
./edaflow/ml/leaderboard.py
./edaflow/ml/tuning.py
docs/rank_models_quick_reference.md
docs/requirements.txt
docs/source/changelog.rst
docs/source/conf.py
docs/source/contributing.rst
docs/source/index.rst
docs/source/installation.rst
docs/source/quickstart.rst
docs/source/api_reference/core_functions.rst
docs/source/api_reference/index.rst
docs/source/api_reference/ml_functions.rst
docs/source/api_reference/visualization_functions.rst
docs/source/api_reference/generated/edaflow.analyze_categorical_columns.rst
docs/source/api_reference/generated/edaflow.check_null_columns.rst
docs/source/api_reference/generated/edaflow.convert_to_numeric.rst
docs/source/api_reference/generated/edaflow.display_column_types.rst
docs/source/api_reference/generated/edaflow.handle_outliers_median.rst
docs/source/api_reference/generated/edaflow.hello.rst
docs/source/api_reference/generated/edaflow.impute_categorical_mode.rst
docs/source/api_reference/generated/edaflow.impute_numerical_median.rst
docs/source/api_reference/generated/edaflow.ml.bayesian_optimization.rst
docs/source/api_reference/generated/edaflow.ml.compare_models.rst
docs/source/api_reference/generated/edaflow.ml.configure_model_pipeline.rst
docs/source/api_reference/generated/edaflow.ml.create_model_report.rst
docs/source/api_reference/generated/edaflow.ml.display_leaderboard.rst
docs/source/api_reference/generated/edaflow.ml.export_model_comparison.rst
docs/source/api_reference/generated/edaflow.ml.grid_search_models.rst
docs/source/api_reference/generated/edaflow.ml.load_model_artifacts.rst
docs/source/api_reference/generated/edaflow.ml.optimize_hyperparameters.rst
docs/source/api_reference/generated/edaflow.ml.plot_confusion_matrix.rst
docs/source/api_reference/generated/edaflow.ml.plot_feature_importance.rst
docs/source/api_reference/generated/edaflow.ml.plot_learning_curves.rst
docs/source/api_reference/generated/edaflow.ml.plot_precision_recall_curves.rst
docs/source/api_reference/generated/edaflow.ml.plot_roc_curves.rst
docs/source/api_reference/generated/edaflow.ml.plot_validation_curves.rst
docs/source/api_reference/generated/edaflow.ml.random_search_models.rst
docs/source/api_reference/generated/edaflow.ml.rank_models.rst
docs/source/api_reference/generated/edaflow.ml.save_model_artifacts.rst
docs/source/api_reference/generated/edaflow.ml.setup_ml_experiment.rst
docs/source/api_reference/generated/edaflow.ml.track_experiment.rst
docs/source/api_reference/generated/edaflow.ml.validate_ml_data.rst
docs/source/api_reference/generated/edaflow.summarize_eda_insights.rst
docs/source/api_reference/generated/edaflow.visualize_categorical_values.rst
docs/source/api_reference/generated/edaflow.visualize_heatmap.rst
docs/source/api_reference/generated/edaflow.visualize_histograms.rst
docs/source/api_reference/generated/edaflow.visualize_interactive_boxplots.rst
docs/source/api_reference/generated/edaflow.visualize_numerical_boxplots.rst
docs/source/api_reference/generated/edaflow.visualize_scatter_matrix.rst
docs/source/examples/classification_example.py
docs/source/examples/cv_example.py
docs/source/examples/index.rst
docs/source/examples/rank_models_comprehensive.py
docs/source/examples/regression_example.py
docs/source/user_guide/advanced_features.rst
docs/source/user_guide/best_practices.rst
docs/source/user_guide/data_quality.rst
docs/source/user_guide/index.rst
docs/source/user_guide/learning_path.rst
docs/source/user_guide/ml_guide.rst
docs/source/user_guide/ml_workflow.rst
edaflow/__init__.py
edaflow/display.py
edaflow.egg-info/PKG-INFO
edaflow.egg-info/SOURCES.txt
edaflow.egg-info/dependency_links.txt
edaflow.egg-info/requires.txt
edaflow.egg-info/top_level.txt
edaflow/analysis/__init__.py
edaflow/analysis/core.py
edaflow/analysis/missing_data.py
edaflow/ml/__init__.py
edaflow/ml/artifacts.py
edaflow/ml/config.py
edaflow/ml/curves.py
edaflow/ml/leaderboard.py
edaflow/ml/tuning.py
model_artifacts/artifacts_test_production_model_20250814_012841_config.json
model_artifacts/artifacts_test_production_model_20250814_012841_metadata.json
model_artifacts/artifacts_test_production_model_20250814_012841_metrics.json
model_artifacts/artifacts_test_production_model_20250814_012841_model.joblib
model_artifacts/artifacts_test_production_model_20250814_012950_config.json
model_artifacts/artifacts_test_production_model_20250814_012950_metadata.json
model_artifacts/artifacts_test_production_model_20250814_012950_metrics.json
model_artifacts/artifacts_test_production_model_20250814_012950_model.joblib
model_artifacts/artifacts_test_production_model_20250814_013056_config.json
model_artifacts/artifacts_test_production_model_20250814_013056_metadata.json
model_artifacts/artifacts_test_production_model_20250814_013056_metrics.json
model_artifacts/artifacts_test_production_model_20250814_013056_model.joblib
model_artifacts/artifacts_test_production_model_20250814_014105_config.json
model_artifacts/artifacts_test_production_model_20250814_014105_metadata.json
model_artifacts/artifacts_test_production_model_20250814_014105_metrics.json
model_artifacts/artifacts_test_production_model_20250814_014105_model.joblib
model_artifacts/complete_ml_workflow_production_model_20250814_014947_config.json
model_artifacts/complete_ml_workflow_production_model_20250814_014947_metadata.json
model_artifacts/complete_ml_workflow_production_model_20250814_014947_metrics.json
model_artifacts/complete_ml_workflow_production_model_20250814_014947_model.joblib
model_artifacts/test_model_20250811_152012_config.json
model_artifacts/test_model_20250811_152012_metadata.json
model_artifacts/test_model_20250811_152012_metrics.json
model_artifacts/test_model_20250811_152012_model.joblib
project-scripts/DOCUMENTATION_PUBLISHED_v0.15.0.md
project-scripts/ML_WORKFLOW_TEST_RESULTS.md
project-scripts/ML_WORKFLOW_VALIDATION_COMPLETE.md
project-scripts/deployment_verification.py
project-scripts/quick_deploy_check.py
project-scripts/test_enhanced_leaderboard_api.py
project-scripts/test_ml_workflow_documentation.py
project-scripts/test_package_integrity.py
project-scripts/test_testpypi_install.py
project-scripts/testpypi_validation_guide.py
project-scripts/validate_api_consistency.py
project-scripts/validate_production_pypi.py
project-scripts/validate_testpypi.py
project-scripts/verify_deployment.py
project-scripts/verify_quickstart_logic.py
project-scripts/verify_v0.14.0_deployment.py
tests/__init__.py
tests/test_edaflow.py