PAIR-code / federated-learning
Federated learning experiment using TensorFlow.js
☆160Updated last week
Related projects: ⓘ
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆180Updated 3 years ago
- ☆167Updated 6 years ago
- A curated list of resources dedicated to federated learning.☆101Updated 2 years ago
- Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https…☆143Updated 5 years ago
- distributed federated learning for pytorch☆15Updated 6 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆213Updated last year
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- Federated Learning mini-framework with Keras☆35Updated 4 years ago
- The official Syft worker for Web and Node, built in Javascript☆147Updated last year
- Simulate a federated setting and run differentially private federated learning.☆352Updated last month
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆465Updated last year
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆107Updated 4 years ago
- resources about federated learning and privacy in machine learning☆521Updated 2 months ago
- A curated list of resources for privacy-preserving machine learning☆146Updated 2 years ago
- ☆65Updated this week
- Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning se…☆50Updated 5 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- ☆125Updated this week
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆75Updated last month
- Federated Machine Learning Using MLP☆10Updated 7 years ago
- The official Syft worker for secure on-device machine learning☆83Updated 3 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆33Updated 5 years ago
- ☆15Updated 6 years ago
- A Simulator for Privacy Preserving Federated Learning☆93Updated 3 years ago
- ☆22Updated last year
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆617Updated last year
- Related material on Federated Learning☆27Updated 4 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆469Updated 4 years ago