mynameisfiber / batonLinks
distributed federated learning for pytorch
☆14Updated 7 years ago
Alternatives and similar repositories for baton
Users that are interested in baton 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
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- ☆14Updated 8 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 6 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated last year
- ☆169Updated 7 years ago
- ☆31Updated 7 years ago
- ☆72Updated 2 years ago
- Federated Learning mini-framework with Keras☆35Updated 6 years ago
- Machine Learning with SPDZ☆20Updated 3 months ago
- Federated Machine Learning Using MLP☆10Updated 8 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- SOON TO BE DEPRECATED - The TensorFlow bindings for PySyft☆56Updated 5 years ago
- Simulate a federated setting and run differentially private federated learning.☆382Updated 8 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 4 years ago
- Various material around private machine learning, some associated with blog☆150Updated 6 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
- Federated Multi-Task Learning☆131Updated 7 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆83Updated 2 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆145Updated 6 years ago
- Federated learning experiment using TensorFlow.js☆164Updated 2 months ago
- tf implementation of federated learning☆42Updated 6 years ago
- Blog dedicated to cryptography and machine learning☆23Updated last year
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆479Updated 2 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 4 years ago