CHANGELOG.md
CITATION.cff
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.md
RELEASE_NOTES_v0.1.1.md
SUPPORT.md
mkdocs.yml
paper.bib
paper.md
pyproject.toml
pytest.ini
benchmarks/__init__.py
benchmarks/benchmark_fuzzy_rough_execution.py
benchmarks/benchmark_smoke.py
docs/index.md
docs/assets/logo.png
docs/concepts/fuzzy_quantifiers_info.md
docs/concepts/implicators_info.md
docs/concepts/itfrs_info.md
docs/concepts/owa_weights_info.md
docs/concepts/owafrs_info.md
docs/concepts/similarities_info.md
docs/concepts/tnorms_info.md
docs/concepts/vqrs_info.md
docs/developer/archive_and_doi.md
docs/developer/release.md
docs/user/backends.md
docs/user/computation_contracts.md
docs/user/configuration.md
docs/user/glossary.md
docs/user/performance_benchmarking.md
docs/user/public_api.md
docs/user/reference_study.md
examples/example_1.py
examples/example_2_with_Similarity_matrix.py
examples/example_3_POS_scorer.py
examples/public_api_quickstart.py
frsutils/__init__.py
frsutils.egg-info/PKG-INFO
frsutils.egg-info/SOURCES.txt
frsutils.egg-info/dependency_links.txt
frsutils.egg-info/requires.txt
frsutils.egg-info/top_level.txt
frsutils/api/__init__.py
frsutils/api/approximations.py
frsutils/api/config.py
frsutils/api/models.py
frsutils/api/results.py
frsutils/api/scoring.py
frsutils/api/similarity.py
frsutils/core/__init__.py
frsutils/core/approximation_engines.py
frsutils/core/backends.py
frsutils/core/fuzzy_quantifiers.py
frsutils/core/implicators.py
frsutils/core/owa_weights.py
frsutils/core/similarities.py
frsutils/core/similarity_engine.py
frsutils/core/tnorms.py
frsutils/core/models/__init__.py
frsutils/core/models/fuzzy_rough_model.py
frsutils/core/models/itfrs.py
frsutils/core/models/itfrs_components.py
frsutils/core/models/owafrs.py
frsutils/core/models/owafrs_components.py
frsutils/core/models/vqrs.py
frsutils/core/models/vqrs_components.py
frsutils/core/models/vqrs_math.py
frsutils/utils/__init__.py
frsutils/utils/base_component_with_logger.py
frsutils/utils/init_helpers.py
frsutils/utils/constructor_utils/__init__.py
frsutils/utils/constructor_utils/lazy_constructible_mixin.py
frsutils/utils/constructor_utils/registry_factory_mixin.py
frsutils/utils/logger/__init__.py
frsutils/utils/logger/logger_util.py
scripts/__init__.py
scripts/capture_cuda_validation.py
scripts/run_slow_test_shard.py
scripts/validate_installed_public_api.py
scripts/validate_joss_submission.py
studies/README.md
studies/__init__.py
studies/fuzzy_rough_reference_study/README.md
studies/fuzzy_rough_reference_study/__init__.py
studies/fuzzy_rough_reference_study/run_study.py
studies/fuzzy_rough_reference_study/study_config.json
studies/fuzzy_rough_reference_study/results/approximation_summary.csv
studies/fuzzy_rough_reference_study/results/benchmark_results.csv
studies/fuzzy_rough_reference_study/results/benchmark_results.json
studies/fuzzy_rough_reference_study/results/dense_blockwise_equivalence.csv
studies/fuzzy_rough_reference_study/results/environment.json
studies/fuzzy_rough_reference_study/results/highest_boundary_gap_samples.csv
studies/fuzzy_rough_reference_study/results/requirements-study.txt
studies/fuzzy_rough_reference_study/results/resolved_config.json
studies/fuzzy_rough_reference_study/results/runtime_results.csv
studies/fuzzy_rough_reference_study/results/sample_scores.csv
studies/fuzzy_rough_reference_study/results/study_manifest.json
studies/fuzzy_rough_reference_study/results/figures/positive_region_distributions.png
studies/fuzzy_rough_reference_study/results/figures/runtime_by_dataset_and_model.png
tests/__init__.py
tests/_cupy_test_support.py
tests/_fake_cupy_backend.py
tests/reference_data_loader.py
tests/reference_data_store.py
tests/test_config_normalization_utils.py
tests/test_procedures.md
tests/test_similarity_matrix_building.py
tests/api/test_backend_aware_components_contract.py
tests/api/test_cupy_backend_contract.py
tests/api/test_dense_approximation_baseline_contract.py
tests/api/test_dense_backend_validation_contract.py
tests/api/test_dense_similarity_baseline_contract.py
tests/api/test_itfrs_blockwise_contract.py
tests/api/test_itfrs_blockwise_cupy_contract.py
tests/api/test_itfrs_execution_contract.py
tests/api/test_itfrs_gpu_resident_contract.py
tests/api/test_owafrs_blockwise_contract.py
tests/api/test_owafrs_blockwise_cupy_contract.py
tests/api/test_owafrs_execution_contract.py
tests/api/test_public_api_approximation_wrappers.py
tests/api/test_public_api_approximations.py
tests/api/test_public_api_builder_contracts.py
tests/api/test_public_api_downstream_contract.py
tests/api/test_public_api_examples_smoke.py
tests/api/test_public_api_logging_contract.py
tests/api/test_public_api_metamorphic_contract.py
tests/api/test_public_api_phase1_edge_contract.py
tests/api/test_public_api_phase3_hardening_contract.py
tests/api/test_public_api_result_contract.py
tests/api/test_public_api_scorer.py
tests/api/test_public_configuration_contract.py
tests/api/test_public_execution_metadata_contract.py
tests/api/test_public_model_resolution_contract.py
tests/api/test_real_cupy_parity_matrix.py
tests/api/test_similarity_engine_contract.py
tests/api/test_similarity_engine_integration_contract.py
tests/api/test_vqrs_blockwise_contract.py
tests/api/test_vqrs_blockwise_cupy_contract.py
tests/api/test_vqrs_execution_contract.py
tests/benchmarks/test_benchmark_suite_contract.py
tests/core_tests/__init__.py
tests/core_tests/test_approximation_engines.py
tests/core_tests/test_core_documentation_contract.py
tests/core_tests/test_core_execution_matrix.py
tests/core_tests/test_fuzzy_quantifiers.py
tests/core_tests/test_implicators.py
tests/core_tests/test_owa_weights.py
tests/core_tests/test_owafrs_blockwise_engine.py
tests/core_tests/test_phase2_component_validation.py
tests/core_tests/test_similarities.py
tests/core_tests/test_similarity_engine.py
tests/core_tests/test_tnorms.py
tests/core_tests/test_vqrs_math.py
tests/examples/test_examples_contract.py
tests/models_tests/__init__.py
tests/models_tests/test_core_model_input_contracts.py
tests/models_tests/test_itfrs.py
tests/models_tests/test_itfrs_fast.py
tests/models_tests/test_owafrs.py
tests/models_tests/test_owafrs_fast.py
tests/models_tests/test_vqrs.py
tests/models_tests/test_vqrs_fast.py
tests/reference_data/README.md
tests/reference_data/approximation_baselines.json
tests/reference_data/fuzzy_quantifiers.json
tests/reference_data/implicator_scalar.json
tests/reference_data/itfrs.json
tests/reference_data/manifest.json
tests/reference_data/owa_weights.json
tests/reference_data/owafrs.json
tests/reference_data/similarities.json
tests/reference_data/tnorm_call.json
tests/reference_data/tnorm_reduce.json
tests/reference_data/tnorm_regression.json
tests/reference_data/vqrs.json
tests/reference_data_tests/test_reference_data_contract.py
tests/repository_tests/test_cuda_validation_capture.py
tests/repository_tests/test_installed_public_api_validation.py
tests/repository_tests/test_joss_submission_readiness.py
tests/repository_tests/test_slow_test_shard_runner.py
tests/studies/__init__.py
tests/studies/test_reference_study_contract.py
tests/utils_tests/test_logger_util.py
tests/utils_tests/constructor_utils_tests/__init__.py
tests/utils_tests/constructor_utils_tests/test_lazy_constructibla_mixin.py