georgymh / decentralized-ml
Interoperable and decentralized machine learning.
☆9Updated 6 years ago
Alternatives and similar repositories for decentralized-ml
Users that are interested in decentralized-ml are comparing it to the libraries listed below
Sorting:
- YC Hackathon 2018 Winner Project. BEN: A decentralized chatbot that uses federated learning.☆15Updated 2 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Updated 2 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- DRACO: Byzantine-resilient Distributed Training via Redundant Gradients☆23Updated 6 years ago
- A ledger for private and secure peer to peer machine learning☆108Updated last year
- Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning se…☆50Updated 6 years ago
- Federated learning experiment using TensorFlow.js☆163Updated 2 months ago
- ☆31Updated 6 years ago
- ☆17Updated 2 years ago
- A simple blockchain use PoS algorithm.☆24Updated 6 years ago
- Code for paper "Interpret Federated Learning with Shapley Values"☆39Updated 6 years ago
- Document of WeCross https://wecross.readthedocs.io/zh_CN/latest/☆10Updated last year
- Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https…☆144Updated 6 years ago
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆24Updated 2 years ago
- filecoin : concepts and design☆7Updated 6 years ago
- Teechain: A Secure Payment Network with Asynchronous Blockchain Access☆53Updated 5 years ago
- ☆44Updated 3 years ago
- Python impl of VRF's.☆19Updated 2 years ago
- Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD☆13Updated 5 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- BlockSense: Blockchain Based Trustworthy Crowd-sensing Platform☆19Updated 2 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- 联邦学习区块链web端demo☆48Updated 2 years ago
- ☆32Updated 2 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- Simulation of several BFT consensus algorithms for benchmarking☆26Updated 5 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆51Updated 11 months ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Attentive Federated Learning for Private NLM☆61Updated 9 months ago