LICENSE
README.md
pyproject.toml
backup_root_files/__init__.py
backup_root_files/example_visualization_usage.py
backup_root_files/fast_coverage_test.py
backup_root_files/simple_test.py
backup_root_files/test_backwards_compatibility.py
backup_root_files/test_core_fixed.py
backup_root_files/test_core_functionality.py
backup_root_files/test_critical_functionality.py
backup_root_files/test_dictionary_learning.py
backup_root_files/test_feature_extraction.py
backup_root_files/test_feature_extraction_fast.py
backup_root_files/test_sparse_coder_advanced.py
backup_root_files/test_sparse_coder_comprehensive_working.py
backup_root_files/test_sparse_coder_methods.py
backup_root_files/test_sparse_coder_olshausen_field_complete.py
backup_root_files/test_verified_functionality.py
backup_root_files/test_visualization.py
backup_root_files/test_visualization_complete.py
backup_root_files/test_visualization_comprehensive.py
backup_root_files/test_visualization_final_coverage.py
examples/figure4_demo.py
old_archive/dictionary_learning.py
old_archive/feature_extraction.py
old_archive/sparse_coder.py
old_archive/visualization.py
sparse_coding/__init__.py
sparse_coding/api.py
sparse_coding/cli.py
sparse_coding/diagnostics.py
sparse_coding/fista.py
sparse_coding/homeostasis.py
sparse_coding/paper_exact.py
sparse_coding/presets.py
sparse_coding/whitening.py
sparse_coding.egg-info/PKG-INFO
sparse_coding.egg-info/SOURCES.txt
sparse_coding.egg-info/dependency_links.txt
sparse_coding.egg-info/entry_points.txt
sparse_coding.egg-info/requires.txt
sparse_coding.egg-info/top_level.txt
src/sparse_coding/__init__.py
src/sparse_coding/batch_processor.py
src/sparse_coding/batch_processor_complete.py
src/sparse_coding/config.py
src/sparse_coding/development_utilities.py
src/sparse_coding/dictionary_learning.py
src/sparse_coding/distributed_computing.py
src/sparse_coding/example_visualization_usage.py
src/sparse_coding/fast_coverage_test.py
src/sparse_coding/feature_extraction.py
src/sparse_coding/paper_exact.py
src/sparse_coding/patch_processing_utilities.py
src/sparse_coding/research_accurate_preprocessing.py
src/sparse_coding/research_accurate_sparsity.py
src/sparse_coding/simple_test.py
src/sparse_coding/sparse_coder.py
src/sparse_coding/test_homeostatic_fix.py
src/sparse_coding/utils_refactored.py
src/sparse_coding/visualization.py
src/sparse_coding/core_modules/__init__.py
src/sparse_coding/core_modules/core_algorithms.py
src/sparse_coding/core_modules/dictionary_updates.py
src/sparse_coding/core_modules/optimization_algorithms.py
src/sparse_coding/core_modules/shape_validation.py
src/sparse_coding/core_modules/utilities_validation.py
src/sparse_coding/old_archive/core_original_1546_lines.py
src/sparse_coding/old_archive/sparse_coder_original.py
src/sparse_coding/old_archive_modules/__init__.py
src/sparse_coding/old_archive_modules/core_algorithm.py
src/sparse_coding/old_archive_modules/data_processing.py
src/sparse_coding/old_archive_modules/dictionary_update.py
src/sparse_coding/old_archive_modules/olshausen_field.py
src/sparse_coding/old_archive_modules/optimization.py
src/sparse_coding/old_archive_modules/utilities.py
src/sparse_coding/old_archive_modules/validation.py
src/sparse_coding/old_archive_modules/visualization.py
src/sparse_coding/sparse_coding_modules/__init__.py
src/sparse_coding/sparse_coding_modules/core_algorithm.py
src/sparse_coding/sparse_coding_modules/data_processing.py
src/sparse_coding/sparse_coding_modules/dictionary_update.py
src/sparse_coding/sparse_coding_modules/olshausen_field.py
src/sparse_coding/sparse_coding_modules/optimization.py
src/sparse_coding/sparse_coding_modules/utilities.py
src/sparse_coding/sparse_coding_modules/validation.py
src/sparse_coding/sparse_coding_modules/visualization.py
src/sparse_coding/utils_modules/__init__.py
src/sparse_coding/utils_modules/advanced_specialized.py
src/sparse_coding/utils_modules/data_processing.py
src/sparse_coding/utils_modules/optimization.py
src/sparse_coding/utils_modules/validation_metrics.py
tests/test_algorithms.py
tests/test_api.py
tests/test_critical_math_regression_prevention.py
tests/test_enhanced_kkt_diagnostics.py
tests/test_final_mathematical_regression.py
tests/test_math_regression_final.py
tests/test_math_regression_guard.py
tests/test_mathematical_correctness.py
tests/test_mathematical_regression_guard_final.py
tests/test_olshausen_field_validation.py
tests/test_research_accurate_sparsity.py
tests/test_research_mathematical_regression.py
tests/test_sparse_coder_comprehensive_coverage.py
tests/test_sparse_coding_enhanced.py
tests/test_sparse_coding_research_aligned.py
tests/test_validation.py