google-parfait / tensorflow-federatedLinks
An open-source framework for machine learning and other computations on decentralized data.
☆2,405Updated last week
Alternatives and similar repositories for tensorflow-federated
Users that are interested in tensorflow-federated are comparing it to the libraries listed below
Sorting:
- Leaf: A Benchmark for Federated Settings☆888Updated 2 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,984Updated 3 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated last month
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆737Updated 4 months ago
- Library for training machine learning models with privacy for training data☆1,989Updated 4 months ago
- A framework for Privacy Preserving Machine Learning☆1,624Updated 11 months ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- Training PyTorch models with differential privacy☆1,870Updated last week
- A Framework for Encrypted Machine Learning in TensorFlow☆1,235Updated last year
- Federated Deep Learning in PaddlePaddle☆513Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Updated 2 years ago
- A PyTorch Implementation of Federated Learning☆1,466Updated last year
- An easy-to-use federated learning platform☆1,473Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,390Updated last year
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆631Updated 4 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆718Updated last year
- Manage federated learning workload using cloud native technologies.☆433Updated last year
- An Industrial Grade Federated Learning Framework☆5,993Updated 11 months ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆699Updated 2 years ago
- An Open Framework for Federated Learning.☆814Updated this week
- Simulate a federated setting and run differentially private federated learning.☆382Updated 7 months ago
- A multi-party collaborative machine learning framework☆902Updated 2 weeks ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆3,958Updated 2 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆803Updated last week
- Privacy Preserving Vertical Federated Learning☆219Updated 2 years ago
- FATE's Visualization Toolkit☆108Updated 9 months ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,022Updated last year
- NVIDIA Federated Learning Application Runtime Environment☆820Updated this week