Projects in Awesome Lists tagged with federated-learning-framework

A curated list of projects in awesome lists tagged with federated-learning-framework .

• Sort

  • Recently synced
  • Stars

https://github.com/flwrlabs/flower

Flower: A Friendly Federated AI Framework

ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow

Last synced: 14 Apr 2026

https://github.com/adap/flower

Flower: A Friendly Federated AI Framework

ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow

Last synced: 10 Mar 2026

https://github.com/smilelab-fl/fedlab

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

deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning

Last synced: 15 May 2025

https://github.com/SMILELab-FL/FedLab

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

deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning

Last synced: 02 May 2025

https://github.com/securefederatedai/openfl

An open framework for Federated Learning.

collaborative-learning deep-learning distributed-computing distributed-learning fedavg fedcurv federated-analytics federated-deep-learning federated-learning federated-learning-framework fedopt fedprox keras-federated-learning machine-learning openfl privacy-preserving-machine-learning python pytorch-federated-learning secure-computation tensorflow-federated-learning

Last synced: 29 Mar 2025

https://apple.github.io/pfl-research/

Simulation framework for accelerating research in Private Federated Learning

differential-privacy federated-learning federated-learning-framework machine-learning privacy

Last synced: 28 Apr 2025

https://github.com/apple/pfl-research

Simulation framework for accelerating research in Private Federated Learning

differential-privacy federated-learning federated-learning-framework machine-learning privacy

Last synced: 15 May 2025

https://github.com/Substra/substra

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

federated-learning federated-learning-framework

Last synced: 19 Apr 2025

https://github.com/fedml-ai/fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow

Last synced: 10 Apr 2025

https://github.com/lishenghui/blades

⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning

byzantine-fault-tolerance distributed-systems fedavg federated federated-learning federated-learning-framework federated-learning-simulator model-poisoning-attack robust-federated-learning robust-machine-learning robust-optimization

Last synced: 10 Apr 2025

https://github.com/APPFL/APPFL

Advanced Privacy-Preserving Federated Learning framework

federated-learning-framework privacy-preserving-machine-learning

Last synced: 04 Apr 2025

https://github.com/yujun-shi/fedcls

[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

federated-learning federated-learning-framework iclr2023 representation-learning

Last synced: 10 Apr 2025

https://github.com/cyberdatalab/nebula

NEBULA: A Platform for Decentralized Federated Learning

artificial-intelligence collaborative-learning communication-networks decentralized decentralized-application decentralized-federated-learning deep-learning federated-learning federated-learning-framework framework machine-learning neural-network open-source platform python

Last synced: 10 Apr 2025

https://github.com/leondavi/NErlNet

Nerlnet is a distributed machine learning platform for experiments and IoT deployment.

ai artificial-intelligence-projects cowboy distributed-machine-learning distributed-ml distributed-systems erlang fault-tolerance federated federated-learning federated-learning-framework iot machine-learning ml nerlnet neural-network python

Last synced: 16 Apr 2025

https://github.com/beiyuouo/fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

distributed-machine-learning federated-learning federated-learning-framework fedhf machine-learning python

Last synced: 19 Apr 2025

https://github.com/ethicalabs-ai/flowertune-qwen2.5-coder-0.5b-instruct

FlowerTune LLM on Coding Dataset

ai federated-learning federated-learning-framework llm-fine-tuning llm-finetuning llm-training machine-learning ml qwen2 qwen2-5 transformers transformers-models

Last synced: 05 Jul 2025

https://github.com/amanpriyanshu/fl-interactive-game

FL-Interactive-Game: Interactive web game that teaches basic components of Federated Learning

computer-vision decentralized-learning distributed-training federated-learning federated-learning-framework fl game interactive-visualizations machine-learning mnist neural-network neural-networks privacy privacy-enhancing-technologies privacy-protection tensorflow tensorflowjs

Last synced: 29 Jan 2026

https://github.com/ethicalabs-ai/blossomtune-orchestrator

BlossomTune 🌸 Flower Superlink & Runner

federated-learning federated-learning-framework fine-tuning flower gradio gradio-interface huggingface machine-learning pre-training pytorch

Last synced: 15 May 2026

https://github.com/anaskalt/fedra

A decentralized federated learning framework enabling secure P2P model training on edge devices.

decentalized federated-learning federated-learning-framework framework libp2p pytorch training

Last synced: 14 Apr 2026

https://github.com/sharma-anee/federated_learning

This repo is about federated learning implementation using FLOWER framework for beginners.

deep-learning deeplearning-framework federated-learning federated-learning-examples federated-learning-framework mnist-dataset tensorflow tensorflow-examples

Last synced: 19 Jan 2026

https://github.com/ethicalabs-ai/flowertune-smollm2-1.7b-instruct-finance

FlowerTune LLM on Finance Dataset (sentiment analysis)

ai federated-learning federated-learning-framework huggingface-smollm2 llm-fine-tuning llm-finetuning llm-training machine-learning ml transformers transformers-models

Last synced: 24 Jun 2025

https://github.com/ethicalabs-ai/flowertune-xlstm-7b-nlp

FlowerTune LLM on NLP Dataset

ai federated-learning federated-learning-framework llm-fine-tuning llm-finetuning llm-training lstm-model lstm-neural-networks machine-learning ml xlstm

Last synced: 04 Apr 2025