├── .github └── workflows │ └── ci.yml ├── .gitignore ├── .pyre_configuration ├── README.md ├── docker ├── grpc-base-cpu.dockerfile └── grpc-base.dockerfile ├── docs ├── Makefile ├── conf.py ├── index.rst ├── make.bat ├── modules.rst ├── overview.rst ├── pics │ └── stalactite-overview.png ├── quickstart.rst ├── stalactite.communications.rst ├── stalactite.data_preprocessors.rst ├── stalactite.ml.arbitered.rst ├── stalactite.ml.honest.linear_regression.rst ├── stalactite.ml.honest.logistic_regression.rst ├── stalactite.ml.honest.rst ├── stalactite.ml.honest.split_learning.efficientnet.rst ├── stalactite.ml.honest.split_learning.mlp.rst ├── stalactite.ml.honest.split_learning.resnet.rst ├── stalactite.ml.honest.split_learning.rst ├── stalactite.ml.rst ├── stalactite.models.rst ├── stalactite.models.split_learning.rst ├── stalactite.rst ├── tutorial.rst └── tutorials │ ├── batching_tutorial.rst │ ├── configuration_file_tutorial.rst │ ├── data_processing_tutorial.rst │ ├── distr_communicator_tutorial.rst │ ├── inference_tutorial.rst │ ├── launch_prerequisites_tutorial.rst │ ├── local_communicator_tutorial.rst │ ├── master_types.rst │ └── plugins.rst ├── examples ├── configs │ ├── arbitered-logreg-sbol-smm-local-he.yml │ ├── arbitered-logreg-sbol-smm-local-no-features-master.yml │ ├── arbitered-logreg-sbol-smm-local.yml │ ├── arbitered-logreg-sbol-smm-multiprocess-disabled-he.yml │ ├── arbitered-logreg-sbol-smm-multiprocess-no-features-master.yml │ ├── arbitered-logreg-sbol-smm-multiprocess.yml │ ├── efficientnet-splitNN-mnist-local.yml │ ├── efficientnet-splitNN-mnist-multiprocess.yml │ ├── linreg-mnist-local.yml │ ├── linreg-mnist-multiprocess.yml │ ├── linreg-mnist-seq-local.yml │ ├── linreg-mnist-single.yml │ ├── logreg-sbol-smm-local.yml │ ├── logreg-sbol-smm-multiprocess.yml │ ├── logreg-sbol-smm-single.yml │ ├── logreg-sbol-smm-vm-yc.yml │ ├── mlp-splitNN-sbol-smm-local.yml │ ├── mlp-splitNN-sbol-smm-multiprocess.yml │ ├── resnet-splitNN-sbol-smm-local.yml │ └── resnet-splitNN-sbol-smm-multiprocess.yml ├── single-agent │ ├── linear_regression_mnist.py │ └── logreg_sbol_smm.py ├── utils │ ├── helpers.py │ ├── local_arbitered_experiment.py │ ├── local_experiment.py │ ├── local_experiment_single.py │ ├── prepare_data_arbitered_no_master_features.py │ ├── prepare_mnist.py │ ├── prepare_sbol.py │ └── upload-files └── vfl │ ├── distributed │ ├── README.md │ ├── multihost │ │ └── logreg_sbol_smm_multihost │ └── multiprocess │ │ ├── arbitered │ │ └── logreg_sbol_smm_multiprocess │ │ └── logreg_sbol_smm_multiprocess │ └── local │ ├── arbitered │ ├── logreg_sbol_smm_local.py │ └── logreg_sbol_smm_local_he.py │ ├── linreg_mnist_local.py │ ├── linreg_mnist_seq_local.py │ ├── logreg_sbol_smm_local.py │ └── split-learning │ ├── efficientnet_mnist_local.py │ ├── mlp_sbol_smm_local.py │ └── resnet_sbol_smm_local.py ├── plugins └── logistic_regression │ ├── __init__.py │ ├── party_master.py │ └── party_member.py ├── poetry.lock ├── prerequisites ├── configs │ ├── grafana_provisioning │ │ ├── dashboards │ │ │ └── prometheus_db.yml │ │ ├── datasources │ │ │ └── prometheus_ds.yml │ │ └── default_dashboards │ │ │ └── stats-vfl-dashboard.json │ └── prometheus.yml ├── docker-compose-mlflow.yml └── docker-compose-monitoring.yml ├── pyproject.toml ├── scripts └── securtity_protocol_bench │ ├── arrays_phe.py │ ├── benchmark_paillier.py │ ├── benchmark_tenseal.py │ ├── constants.py │ └── helpers.py ├── stalactite ├── __init__.py ├── base.py ├── batching.py ├── communications │ ├── __init__.py │ ├── distributed_grpc_comm.py │ ├── grpc_utils │ │ ├── __init__.py │ │ ├── generated_code │ │ │ ├── __init__.py │ │ │ ├── arbiter_pb2.py │ │ │ ├── arbiter_pb2.pyi │ │ │ ├── arbiter_pb2_grpc.py │ │ │ ├── arbitered_communicator_pb2.py │ │ │ ├── arbitered_communicator_pb2.pyi │ │ │ ├── arbitered_communicator_pb2_grpc.py │ │ │ ├── communicator_pb2.py │ │ │ ├── communicator_pb2.pyi │ │ │ └── communicator_pb2_grpc.py │ │ ├── grpc_arbiter_servicer.py │ │ ├── grpc_master_servicer.py │ │ ├── protos │ │ │ ├── arbiter.proto │ │ │ ├── arbitered_communicator.proto │ │ │ └── communicator.proto │ │ └── utils.py │ ├── helpers.py │ └── local.py ├── configs.py ├── data_loader.py ├── data_preprocessors │ ├── __init__.py │ ├── base_preprocessor.py │ ├── full_data_tensor.py │ ├── image_preprocessor.py │ ├── image_preprocessor_eff.py │ ├── pil_image_to_tensor.py │ ├── remove_zero_std_column.py │ ├── sklearn_standard_scaler.py │ └── tabular_preprocessor.py ├── data_utils.py ├── helpers.py ├── main.py ├── metrics.py ├── ml │ ├── __init__.py │ ├── arbitered │ │ ├── __init__.py │ │ ├── base.py │ │ ├── logistic_regression │ │ │ ├── party_agent.py │ │ │ ├── party_arbiter.py │ │ │ ├── party_master.py │ │ │ └── party_member.py │ │ └── security_protocols │ │ │ └── paillier_sp.py │ └── honest │ │ ├── __init__.py │ │ ├── base.py │ │ ├── linear_regression │ │ ├── __init__.py │ │ ├── party_master.py │ │ └── party_member.py │ │ ├── logistic_regression │ │ ├── __init__.py │ │ ├── party_master.py │ │ └── party_member.py │ │ └── split_learning │ │ ├── __init__.py │ │ ├── base.py │ │ ├── efficientnet │ │ ├── __init__.py │ │ ├── party_master.py │ │ └── party_member.py │ │ ├── mlp │ │ ├── __init__.py │ │ ├── party_master.py │ │ └── party_member.py │ │ └── resnet │ │ ├── __init__.py │ │ ├── party_master.py │ │ └── party_member.py ├── mocks.py ├── models │ ├── __init__.py │ ├── efficient_net.py │ ├── elm.py │ ├── linreg_batch.py │ ├── logreg_batch.py │ ├── mlp.py │ ├── resnet.py │ └── split_learning │ │ ├── __init__.py │ │ ├── efficientnet_bottom.py │ │ ├── efficientnet_top.py │ │ ├── mlp_bottom.py │ │ ├── mlp_top.py │ │ ├── resnet_bottom.py │ │ └── resnet_top.py ├── party_single_impl.py ├── run_grpc_agent.py ├── utils.py └── utils_main.py └── tests ├── conftest.py ├── distributed_grpc └── integration_test.py └── test_local.py /.github/workflows/ci.yml: 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