PAIR-code / federated-learningLinks
Federated learning experiment using TensorFlow.js
☆163Updated this week
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☆149Updated 2 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated last year
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 5 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆471Updated 5 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science☆615Updated 2 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 6 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- A curated list of resources for privacy-preserving machine learning☆149Updated 3 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated 2 years ago
- ☆31Updated 7 years ago
- Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https…☆144Updated 6 years ago
- The official Syft worker for secure on-device machine learning☆89Updated 4 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,235Updated 11 months ago
- Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning se…☆50Updated 6 years ago
- FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.☆266Updated last month
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆512Updated last month
- ☆169Updated 7 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- Federated Learning on HyperLedger Aries☆21Updated 3 years ago
- A privacy preserving NLP framework☆198Updated 2 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆117Updated 5 years ago
- ☆14Updated 7 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆186Updated 5 years ago