mccorby / PhotoLabellerServer
Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller
☆50Updated 5 years ago
Related projects: ⓘ
- Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https…☆143Updated 5 years ago
- The official Syft worker for secure on-device machine learning☆83Updated 3 years ago
- See new version https://github.com/mccorby/PhotoLabeller☆129Updated 6 years ago
- Implementation of federated learning on Android devices. Please find more details in the following blog post. (in Chinese)☆33Updated 5 years ago
- ☆167Updated 6 years ago
- Federated Learning mini-framework with Keras☆35Updated 4 years ago
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆22Updated 2 years ago
- A curated list of resources dedicated to federated learning.☆101Updated 2 years ago
- distributed federated learning for pytorch☆15Updated 6 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆180Updated 3 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆107Updated 4 years ago
- Federated learning experiment using TensorFlow.js☆160Updated last week
- ☆31Updated 6 years ago
- ☆15Updated 6 years ago
- tf implementation of federated learning☆40Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆24Updated last year
- Related material on Federated Learning☆27Updated 4 years ago
- A curated list of resources for privacy-preserving machine learning☆146Updated 2 years ago
- Proof of Concept of a Federated Learning framework that maintains the privacy of the participants involved.☆14Updated 2 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆57Updated 4 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated last year
- Simulate a federated setting and run differentially private federated learning.☆352Updated last month
- Privacy Preserving Vertical Federated Learning☆213Updated last year
- A Simulator for Privacy Preserving Federated Learning☆93Updated 3 years ago
- ☆72Updated 11 months ago
- Federated Learning on XGBoost☆46Updated 4 years ago
- ☆65Updated this week
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- federated-learning☆77Updated last year