adap/flower

Flower: A Friendly Federated Learning Framework

PythonJupyter NotebookSwiftShellKotlinC++Othermachine-learningdeep-learningtensorflowscikit-learnpytorchflowerfederated-learningfederated-learning-frameworkpytorch-federated-learningtensorflow-federated-learningkeras-federated-learningfederated-analyticsfleet-learningfleet-intelligence
This is stars and forks stats for /adap/flower repository. As of 29 Mar, 2024 this repository has 3105 stars and 630 forks.

Flower: A Friendly Federated Learning Framework Website | Blog | Docs | Conference | Slack Flower (flwr) is a framework for building federated learning systems. The design of Flower is based on a few guiding principles: Customizable: Federated learning systems vary wildly from one use case to another. Flower allows for a wide range of different configurations depending on the needs of each individual use case. Extendable: Flower originated from a research project...
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