LICENSE
MANIFEST.in
README.md
pyproject.toml
ml_builder/Builder.py
ml_builder/__init__.py
ml_builder/app.py
ml_builder/cli.py
ml_builder/requirements.txt
ml_builder/.streamlit/config.toml
ml_builder/components/__init__.py
ml_builder/components/data_exploration/data_quality.py
ml_builder/components/data_exploration/feature_analysis.py
ml_builder/components/data_exploration/feature_relationships.py
ml_builder/components/data_exploration/render_advanced_automated_preprocessing.py
ml_builder/components/data_exploration/target_feature_analysis.py
ml_builder/components/data_exploration/utils/__init__.py
ml_builder/components/data_exploration/utils/data_quality_utils.py
ml_builder/components/data_exploration/utils/data_summary_utils.py
ml_builder/components/data_exploration/utils/feature_relationship_utils.py
ml_builder/components/data_exploration/utils/missing_values_utils.py
ml_builder/components/data_preprocessing/categorical_encoding.py
ml_builder/components/data_preprocessing/data_types_optimization.py
ml_builder/components/data_preprocessing/feature_binning.py
ml_builder/components/data_preprocessing/feature_creation.py
ml_builder/components/data_preprocessing/feature_management.py
ml_builder/components/data_preprocessing/final_data_review.py
ml_builder/components/data_preprocessing/missing_values_analysis.py
ml_builder/components/data_preprocessing/outlier_detection.py
ml_builder/components/data_preprocessing/train_test_split.py
ml_builder/components/data_preprocessing/zero_values_analysis.py
ml_builder/components/data_preprocessing/utils/__init__.py
ml_builder/components/data_preprocessing/utils/binning_utils.py
ml_builder/components/data_preprocessing/utils/categorical_encoding_utils.py
ml_builder/components/data_preprocessing/utils/outlier_detection_utils.py
ml_builder/components/data_preprocessing/utils/zero_values_utils.py
ml_builder/components/feature_selection/__init__.py
ml_builder/components/feature_selection/automated_feature_selection.py
ml_builder/components/feature_selection/dataset_validation_component.py
ml_builder/components/feature_selection/feature_analysis_component.py
ml_builder/components/feature_selection/feature_selection_state_manager.py
ml_builder/components/feature_selection/manual_selection_component.py
ml_builder/components/feature_selection/selection_summary_component.py
ml_builder/components/feature_selection/utils/__init__.py
ml_builder/components/feature_selection/utils/correlation_utils.py
ml_builder/components/feature_selection/utils/data_processing_utils.py
ml_builder/components/feature_selection/utils/feature_utils.py
ml_builder/components/feature_selection/utils/selection_strategies.py
ml_builder/components/feature_selection/utils/tracking_utils.py
ml_builder/components/feature_selection/utils/visualization_utils.py
ml_builder/components/model_evaluation/model_health.py
ml_builder/components/model_evaluation/performance_metrics.py
ml_builder/components/model_evaluation/sample_predictions.py
ml_builder/components/model_evaluation/visualisations.py
ml_builder/components/model_evaluation/evaluation_utils/__init__.py
ml_builder/components/model_evaluation/evaluation_utils/eval_core_utils.py
ml_builder/components/model_evaluation/evaluation_utils/eval_visualization_utils.py
ml_builder/components/model_evaluation/evaluation_utils/model_limitations_utils.py
ml_builder/components/model_explanation/FeatureAnalysis.py
ml_builder/components/model_explanation/fairness_analysis.py
ml_builder/components/model_explanation/individual_prediction.py
ml_builder/components/model_explanation/model_limitations.py
ml_builder/components/model_explanation/what_if_analysis.py
ml_builder/components/model_explanation/explanation_utils/__init__.py
ml_builder/components/model_explanation/explanation_utils/ale_utils.py
ml_builder/components/model_explanation/explanation_utils/form_generation_utils.py
ml_builder/components/model_explanation/explanation_utils/individual_explanation_utils.py
ml_builder/components/model_explanation/explanation_utils/model_explanation_core.py
ml_builder/components/model_explanation/explanation_utils/protected_attributes_utils.py
ml_builder/components/model_explanation/explanation_utils/report_generator.py
ml_builder/components/model_explanation/explanation_utils/scenario_management_utils.py
ml_builder/components/model_explanation/explanation_utils/shap_computation_utils.py
ml_builder/components/model_explanation/explanation_utils/shap_visualization_utils.py
ml_builder/components/model_selection/__init__.py
ml_builder/components/model_selection/model_comparison.py
ml_builder/components/model_selection/model_recommendation_engine.py
ml_builder/components/model_selection/model_selection_interface.py
ml_builder/components/model_selection/render_automated_model_selection_training.py
ml_builder/components/model_selection/utils/__init__.py
ml_builder/components/model_selection/utils/compatibility_utils.py
ml_builder/components/model_selection/utils/model_options.py
ml_builder/components/model_selection/utils/nonlinearity_detection.py
ml_builder/components/model_training/calibration.py
ml_builder/components/model_training/imbalance_handling.py
ml_builder/components/model_training/threshold_analysis.py
ml_builder/components/model_training/training_results.py
ml_builder/components/model_training/utils/hyperparameter_tuner.py
ml_builder/components/model_training/utils/imbalance_utils.py
ml_builder/components/model_training/utils/model_selection_utils.py
ml_builder/components/model_training/utils/optuna_tuner.py
ml_builder/components/model_training/utils/parameter_ranges.py
ml_builder/components/model_training/utils/training_state_manager.py
ml_builder/components/model_training/utils/tuning_commons.py
ml_builder/content/__init__.py
ml_builder/content/content_manager.py
ml_builder/content/explanations.py
ml_builder/content/model_selection_content.py
ml_builder/content/parameter_explanations.py
ml_builder/content/preprocessing_explanations.py
ml_builder/content/stage_info.py
ml_builder/content/statistical_tests.py
ml_builder/pages/1_Data_Loading.py
ml_builder/pages/2_Data_Exploration.py
ml_builder/pages/3_Data_Preprocessing.py
ml_builder/pages/4_Feature_Selection.py
ml_builder/pages/5_Model_Selection.py
ml_builder/pages/6_Model_Training.py
ml_builder/pages/7_Model_Evaluation.py
ml_builder/pages/8_Model_Explanation.py
ml_builder/pages/9_Summary.py
ml_builder/sample_data/Titanic_Dataset_simple.csv
ml_builder/sample_data/miami-housing_xs.csv
ml_builder/utils/automated_feature_selection.py
ml_builder/utils/automated_model_selection_training.py
ml_builder/utils/automated_preprocessing.py
ml_builder/utils/data_exploration_component.py
ml_builder/utils/dataframe_comparison.py
ml_builder/utils/dataset_overview.py
ml_builder/utils/feature_importance_utils.py
ml_builder/utils/journey_point_utils.py
ml_builder/utils/logging/journey_tracker.py
ml_builder/utils/logging/journey_viewer.py
ml_builder/utils/logging/log_viewer.py
ml_builder/utils/logging/logger.py
rai_mldev.egg-info/PKG-INFO
rai_mldev.egg-info/SOURCES.txt
rai_mldev.egg-info/dependency_links.txt
rai_mldev.egg-info/entry_points.txt
rai_mldev.egg-info/requires.txt
rai_mldev.egg-info/top_level.txt