tensorflow-federated

omarfoq/fedem157

Federated learning framework

Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.

fedml-ai/fedml4.2K

ML framework

A unified and scalable machine learning library for large-scale distributed training, model serving, and federated learning.

tensorforce/tensorforce3.3K

Reinforcement learning framework

A modular and flexible framework for applied reinforcement learning using TensorFlow

tensorflow/tensorflow186.8K

ML framework

An end-to-end platform for building and deploying machine learning applications

wyjeong/fedweit102

Federated learning framework

An implementation of Federated Continual Learning with Weighted Inter-client Transfer using TensorFlow 2.

nlintz/tensorflow-tutorials6K

TensorFlow tutorials

A collection of tutorials teaching deep learning with TensorFlow using Jupyter Notebooks

securefederatedai/openfl738

Collaborative Learning Framework

A Python framework for collaborative machine learning without sharing sensitive data

tf-encrypted/tf-encrypted1.2K

Machine learning framework

Enables secure machine learning computations in TensorFlow without requiring expertise in cryptography or distributed systems.

scaleoutsystems/fedn145

Federated Learning Framework

An open source federated learning framework designed to be secure, scalable and easy-to-use for enterprise environments

xtra-computing/fedsim25

Federated Learning Framework

A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.

smilelab-fl/fedlab743

Federated Learning Framework

A flexible framework for distributed machine learning where participants train local models and collaboratively optimize them without sharing data

mediabrain-sjtu/pfedgraph26

Federated Learning

This project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.

xjiajiahao/federated-minimax2

Decentralized ML framework

A framework for developing and testing decentralized machine learning algorithms

tensorflow/agents2.8K

RL framework

A library for implementing and deploying reinforcement learning algorithms using TensorFlow.

symbioticlab/fedscale390

FL platform

A federated learning platform with tools and datasets for scalable and extensible machine learning experimentation