Federated Learning Framework Python Packages

flwr

Flower: A Friendly Federated AI Framework

flwr-nightly

Flower: A Friendly Federated AI Framework

flwr-datasets

Flower: A Friendly Federated AI Framework

appfl

Advanced Privacy-Preserving Federated Learning framework

substra

Low-level Python library used to interact with a Substra network

flexible-fl

No description available

fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

pfl

Simulation framework for Private Federated Learning

heflwr

「HeFlwr」is a federated learning package for heterogeneous devices.

royalflush

Royal FLush is a Python framework specifically designed to facilitate the development, execution and analysis of multi-agent systems (MAS) federated learning (FL) experiments.

decent-bench

A benchmarking framework for decentralized optimization

qora-fl

Qora: Quorum-Oriented Robust Aggregation for Federated Learning

blades

A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

nebula-dfl

NEBULA: A Platform for Decentralized Federated Learning

federatedcore

A research-oriented federal learning framework.

flwr-tune

Flower Tune

metisfl

The first open Federated Learning framework implemented in C++ and Python.

gfl

A Galaxy Federated Learning Framework

nebula-platform

NEBULA: A Platform for Decentralized Federated Learning