LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
setup.py
docs/installation.md
docs/quickstart.md
docs/api/README.md
docs/api/core/interfaces.md
docs/tutorials/01_quickstart.ipynb
docs/tutorials/README.md
examples/README.md
examples/basic_analysis.py
examples/comparative_analysis_demo.py
examples/comprehensive_lbmd_showcase.py
examples/interactive_lbmd_demo.py
examples/popular_datasets_analysis.py
examples/case_studies/autonomous_driving_case_study.py
examples/case_studies/medical_imaging_case_study.py
examples/notebooks/01_lbmd_quickstart_demo.ipynb
examples/notebooks/02_lbmd_visualization_demo.ipynb
lbmd_sota/__init__.py
lbmd_sota/cli.py
lbmd_sota/complete_lbmd_pipeline.py
lbmd_sota/comprehensive_mechanistic_demo.py
lbmd_sota/generate_detailed_layer_analysis.py
lbmd_sota/generate_layer_progression_analysis.py
lbmd_sota/generate_paper_figures.py
lbmd_sota/generate_real_dataset_analysis.py
lbmd_sota/generate_real_image_analysis.py
lbmd_sota/generate_real_image_analysis_fixed.py
lbmd_sota/generate_real_internet_images_analysis.py
lbmd_sota/mechanistic_interpretability_demo.py
lbmd_sota/real_coco_lbmd_analysis.py
lbmd_sota/real_images_demo.py
lbmd_sota/real_mechanistic_analysis.py
lbmd_sota/simple_real_images_analysis.py
lbmd_sota.egg-info/PKG-INFO
lbmd_sota.egg-info/SOURCES.txt
lbmd_sota.egg-info/dependency_links.txt
lbmd_sota.egg-info/entry_points.txt
lbmd_sota.egg-info/not-zip-safe
lbmd_sota.egg-info/requires.txt
lbmd_sota.egg-info/top_level.txt
lbmd_sota/comparative_analysis/__init__.py
lbmd_sota/comparative_analysis/baseline_comparator.py
lbmd_sota/comparative_analysis/example_usage.py
lbmd_sota/comparative_analysis/failure_mode_analyzer.py
lbmd_sota/comparative_analysis/insight_differentiator.py
lbmd_sota/comparative_analysis/test_comparative_analysis.py
lbmd_sota/core/__init__.py
lbmd_sota/core/analyzer.py
lbmd_sota/core/config.py
lbmd_sota/core/data_models.py
lbmd_sota/core/interfaces.py
lbmd_sota/empirical_validation/__init__.py
lbmd_sota/empirical_validation/ablation_study_runner.py
lbmd_sota/empirical_validation/architecture_manager.py
lbmd_sota/empirical_validation/boundary_detectors.py
lbmd_sota/empirical_validation/clustering_algorithms.py
lbmd_sota/empirical_validation/dataset_loaders.py
lbmd_sota/empirical_validation/manifold_learners.py
lbmd_sota/empirical_validation/multi_dataset_evaluator.py
lbmd_sota/empirical_validation/statistical_analyzer.py
lbmd_sota/empirical_validation/test_ablation_study.py
lbmd_sota/empirical_validation/test_component_ablation.py
lbmd_sota/empirical_validation/test_component_ablation_integration.py
lbmd_sota/empirical_validation/test_component_workflows.py
lbmd_sota/empirical_validation/test_parameter_sweep.py
lbmd_sota/evaluation/__init__.py
lbmd_sota/evaluation/ablation_studies.py
lbmd_sota/evaluation/experiment_orchestrator.py
lbmd_sota/evaluation/human_evaluation.py
lbmd_sota/evaluation/performance_tester.py
lbmd_sota/evaluation/report_generator.py
lbmd_sota/evaluation/statistical_analysis.py
lbmd_sota/evaluation/success_metrics.py
lbmd_sota/evaluation/test_evaluation_system.py
lbmd_sota/examples/__init__.py
lbmd_sota/examples/basic_usage.py
lbmd_sota/examples/transformer_analysis.py
lbmd_sota/model_improvement/__init__.py
lbmd_sota/model_improvement/architecture_enhancer.py
lbmd_sota/model_improvement/augmentation_strategy.py
lbmd_sota/model_improvement/boundary_loss_designer.py
lbmd_sota/model_improvement/example_usage.py
lbmd_sota/model_improvement/test_model_improvement.py
lbmd_sota/tests/__init__.py
lbmd_sota/tests/test_core.py
lbmd_sota/theoretical_framework/__init__.py
lbmd_sota/theoretical_framework/cognitive_science_connector.py
lbmd_sota/theoretical_framework/mathematical_formalizer.py
lbmd_sota/theoretical_framework/test_theoretical_framework.py
lbmd_sota/theoretical_framework/topological_analyzer.py
lbmd_sota/validation/synthetic_datasets.py
lbmd_sota/visualization/__init__.py
lbmd_sota/visualization/example_dashboard.py
lbmd_sota/visualization/example_interactive_explorer.py
lbmd_sota/visualization/example_publication_figures.py
lbmd_sota/visualization/interactive_manifold_explorer.py
lbmd_sota/visualization/publication_figure_generator.py
lbmd_sota/visualization/realtime_dashboard.py
lbmd_sota/visualization/test_interactive_explorer.py
tests/test_basic_functionality.py