PAIR-code / federated-learningLinks
Federated learning experiment using TensorFlow.js
☆164Updated 2 months ago
Alternatives and similar repositories for federated-learning
Users that are interested in federated-learning are comparing it to the libraries listed below
Sorting:
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- The official Syft worker for Web and Node, built in Javascript☆150Updated 2 years ago
- Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https…☆149Updated 6 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated last year
- distributed federated learning for pytorch☆14Updated 7 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- Federated Machine Learning Using MLP☆10Updated 8 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆616Updated 2 years ago
- resources about federated learning and privacy in machine learning☆539Updated last year
- Federated Learning mini-framework with Keras☆35Updated 6 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 6 years ago
- Various material around private machine learning, some associated with blog☆150Updated 6 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Updated 2 years ago
- ☆169Updated 7 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆521Updated 2 months ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago
- ☆31Updated 7 years ago
- The official Syft worker for secure on-device machine learning☆89Updated 4 years ago
- Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning se…☆50Updated 7 years ago
- Privacy Preserving Vertical Federated Learning☆220Updated 2 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,238Updated last year
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆118Updated 5 years ago
- Simulate a federated setting and run differentially private federated learning.☆382Updated 8 months ago
- ☆22Updated 2 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- Library for training machine learning models with privacy for training data☆1,993Updated 5 months ago