LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
bitfount/__init__.py
bitfount/__version__.py
bitfount/config.py
bitfount/exceptions.py
bitfount/hooks.py
bitfount/metrics.py
bitfount/py.typed
bitfount/storage.py
bitfount/types.py
bitfount.egg-info/PKG-INFO
bitfount.egg-info/SOURCES.txt
bitfount.egg-info/dependency_links.txt
bitfount.egg-info/entry_points.txt
bitfount.egg-info/requires.txt
bitfount.egg-info/top_level.txt
bitfount/backends/__init__.py
bitfount/backends/lightgbm/__init__.py
bitfount/backends/lightgbm/models/__init__.py
bitfount/backends/lightgbm/models/base_models.py
bitfount/backends/lightgbm/models/models.py
bitfount/backends/pytorch/__init__.py
bitfount/backends/pytorch/_torch_shims.py
bitfount/backends/pytorch/loss.py
bitfount/backends/pytorch/types.py
bitfount/backends/pytorch/utils.py
bitfount/backends/pytorch/weight_clipper.py
bitfount/backends/pytorch/data/__init__.py
bitfount/backends/pytorch/data/datafactory.py
bitfount/backends/pytorch/data/dataloaders.py
bitfount/backends/pytorch/data/datasets.py
bitfount/backends/pytorch/data/utils.py
bitfount/backends/pytorch/federated/__init__.py
bitfount/backends/pytorch/federated/mixins.py
bitfount/backends/pytorch/federated/shim.py
bitfount/backends/pytorch/models/__init__.py
bitfount/backends/pytorch/models/base_models.py
bitfount/backends/pytorch/models/bitfount_model.py
bitfount/backends/pytorch/models/models.py
bitfount/backends/pytorch/models/nn.py
bitfount/backends/pytorch/models/torch_functions/__init__.py
bitfount/backends/pytorch/models/torch_functions/mish.py
bitfount/data/__init__.py
bitfount/data/databunch.py
bitfount/data/datafactory.py
bitfount/data/dataloaders.py
bitfount/data/datasets.py
bitfount/data/datasplitters.py
bitfount/data/datastructure.py
bitfount/data/exceptions.py
bitfount/data/helper.py
bitfount/data/schema.py
bitfount/data/types.py
bitfount/data/utils.py
bitfount/data/datasources/__init__.py
bitfount/data/datasources/base_source.py
bitfount/data/datasources/csv_source.py
bitfount/data/datasources/database_source.py
bitfount/data/datasources/dataframe_source.py
bitfount/data/datasources/dicom_source.py
bitfount/data/datasources/empty_source.py
bitfount/data/datasources/excel_source.py
bitfount/data/datasources/utils.py
bitfount/data/datasources/views.py
bitfount/federated/__init__.py
bitfount/federated/authorisation_checkers.py
bitfount/federated/early_stopping.py
bitfount/federated/encryption.py
bitfount/federated/exceptions.py
bitfount/federated/helper.py
bitfount/federated/keys_setup.py
bitfount/federated/logging.py
bitfount/federated/mixins.py
bitfount/federated/model_reference.py
bitfount/federated/modeller.py
bitfount/federated/pod.py
bitfount/federated/pod_db_utils.py
bitfount/federated/pod_response_message.py
bitfount/federated/pod_vitals.py
bitfount/federated/roles.py
bitfount/federated/secure.py
bitfount/federated/shim.py
bitfount/federated/task_requests.py
bitfount/federated/types.py
bitfount/federated/utils.py
bitfount/federated/worker.py
bitfount/federated/aggregators/__init__.py
bitfount/federated/aggregators/aggregator.py
bitfount/federated/aggregators/base.py
bitfount/federated/aggregators/secure.py
bitfount/federated/algorithms/__init__.py
bitfount/federated/algorithms/base.py
bitfount/federated/algorithms/column_avg.py
bitfount/federated/algorithms/compute_intersection_rsa.py
bitfount/federated/algorithms/csv_report_algorithm.py
bitfount/federated/algorithms/private_sql_query.py
bitfount/federated/algorithms/sql_query.py
bitfount/federated/algorithms/hugging_face_algorithms/__init__.py
bitfount/federated/algorithms/hugging_face_algorithms/hugging_face_image_classification.py
bitfount/federated/algorithms/hugging_face_algorithms/hugging_face_image_segmentation.py
bitfount/federated/algorithms/hugging_face_algorithms/hugging_face_perplexity.py
bitfount/federated/algorithms/hugging_face_algorithms/hugging_face_text_classification.py
bitfount/federated/algorithms/hugging_face_algorithms/hugging_face_text_generation.py
bitfount/federated/algorithms/hugging_face_algorithms/hugging_face_zero_shot_image_classification.py
bitfount/federated/algorithms/hugging_face_algorithms/timm_fine_tuning.py
bitfount/federated/algorithms/hugging_face_algorithms/timm_inference.py
bitfount/federated/algorithms/hugging_face_algorithms/utils.py
bitfount/federated/algorithms/model_algorithms/__init__.py
bitfount/federated/algorithms/model_algorithms/base.py
bitfount/federated/algorithms/model_algorithms/evaluate.py
bitfount/federated/algorithms/model_algorithms/federated_training.py
bitfount/federated/algorithms/model_algorithms/inference.py
bitfount/federated/algorithms/model_algorithms/train_and_evaluate.py
bitfount/federated/monitoring/__init__.py
bitfount/federated/monitoring/decorators.py
bitfount/federated/monitoring/exceptions.py
bitfount/federated/monitoring/monitor.py
bitfount/federated/monitoring/types.py
bitfount/federated/privacy/__init__.py
bitfount/federated/privacy/differential.py
bitfount/federated/protocols/__init__.py
bitfount/federated/protocols/base.py
bitfount/federated/protocols/conversation.py
bitfount/federated/protocols/psi.py
bitfount/federated/protocols/results_only.py
bitfount/federated/protocols/model_protocols/__init__.py
bitfount/federated/protocols/model_protocols/federated_averaging.py
bitfount/federated/protocols/model_protocols/inference_csv_report.py
bitfount/federated/transport/__init__.py
bitfount/federated/transport/base_transport.py
bitfount/federated/transport/config.py
bitfount/federated/transport/exceptions.py
bitfount/federated/transport/handlers.py
bitfount/federated/transport/message_service.py
bitfount/federated/transport/modeller_transport.py
bitfount/federated/transport/pod_transport.py
bitfount/federated/transport/types.py
bitfount/federated/transport/utils.py
bitfount/federated/transport/worker_transport.py
bitfount/federated/transport/identity_verification/__init__.py
bitfount/federated/transport/identity_verification/oidc.py
bitfount/federated/transport/identity_verification/saml.py
bitfount/federated/transport/identity_verification/types.py
bitfount/federated/transport/protos/__init__.py
bitfount/federated/transport/protos/messages_pb2.py
bitfount/federated/transport/protos/messages_pb2_grpc.py
bitfount/hub/__init__.py
bitfount/hub/api.py
bitfount/hub/authentication_flow.py
bitfount/hub/authentication_handlers.py
bitfount/hub/exceptions.py
bitfount/hub/helper.py
bitfount/hub/types.py
bitfount/hub/utils.py
bitfount/models/__init__.py
bitfount/models/base_models.py
bitfount/models/bitfount_model.py
bitfount/models/models.py
bitfount/models/nn.py
bitfount/runners/__init__.py
bitfount/runners/config_schemas.py
bitfount/runners/exceptions.py
bitfount/runners/modeller_runner.py
bitfount/runners/pod_runner.py
bitfount/runners/upload_task_templates.py
bitfount/runners/utils.py
bitfount/schemas/__init__.py
bitfount/schemas/exceptions.py
bitfount/schemas/utils.py
bitfount/scripts/__init__.py
bitfount/scripts/generate_schema.py
bitfount/scripts/generate_yaml_specs.py
bitfount/scripts/run_modeller.py
bitfount/scripts/run_pod.py
bitfount/scripts/run_testing.py
bitfount/scripts/script_runner.py
bitfount/transformations/__init__.py
bitfount/transformations/base_transformation.py
bitfount/transformations/batch_operations.py
bitfount/transformations/binary_operations.py
bitfount/transformations/dataset_operations.py
bitfount/transformations/exceptions.py
bitfount/transformations/parser.py
bitfount/transformations/processor.py
bitfount/transformations/references.py
bitfount/transformations/torchio_batch_operations.py
bitfount/transformations/unary_operations.py
bitfount/transformations/utils.py
bitfount/utils/__init__.py
bitfount/utils/concurrency_utils.py
bitfount/utils/logging_utils.py
bitfount/utils/ssl_utils.py
bitfount/utils/web_utils.py
requirements/constraints-compatibility.txt
requirements/constraints-direct.txt
requirements/constraints-security.txt
requirements/requirements.in
requirements/310/requirements-dev.in
requirements/310/requirements-dev.txt
requirements/310/requirements-test.in
requirements/310/requirements-test.txt
requirements/310/requirements-tutorial.in
requirements/310/requirements-tutorial.txt
requirements/38/requirements-dev.in
requirements/38/requirements-dev.txt
requirements/38/requirements-test.in
requirements/38/requirements-test.txt
requirements/38/requirements-tutorial.in
requirements/38/requirements-tutorial.txt
requirements/38/differential_privacy/constraints-dp.txt
requirements/38/differential_privacy/requirements-dp-test.in
requirements/38/differential_privacy/requirements-dp.in
requirements/39/requirements-dev.in
requirements/39/requirements-dev.txt
requirements/39/requirements-test.in
requirements/39/requirements-test.txt
requirements/39/requirements-tutorial.in
requirements/39/requirements-tutorial.txt
requirements/39/differential_privacy/constraints-dp.txt
requirements/39/differential_privacy/requirements-dp-test.in
requirements/39/differential_privacy/requirements-dp.in