fedn.utils package
The utils package is responsible for providing utility functions for the FEDn framework. Such as logging, checksums and other model helper functions to aggregate models. THe helper functions is there to support aggregating various models from different ML frameworks, such as Tensorflow, PyTorch and Keras.
Subpackages
Submodules
fedn.utils.checksum module
fedn.utils.dispatcher module
Portions of this code are derived from the Apache 2.0 licensed project mlflow (https://mlflow.org/)., with modifications made by Scaleout Systems AB. Copyright (c) 2018 Databricks, Inc.
Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License. You may obtain a copy of the License at
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an “AS IS” BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
fedn.utils.process module
Portions of this code are derived from the Apache 2.0 licensed project mlflow (https://mlflow.org/)., with modifications made by Scaleout Systems AB. Copyright (c) 2018 Databricks, Inc.
Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License. You may obtain a copy of the License at
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an “AS IS” BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.