mynameisfiber / batonLinks
distributed federated learning for pytorch
☆15Updated 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
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Updated 2 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Federated Machine Learning Using MLP☆10Updated 8 years ago
- ☆168Updated 7 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Updated 11 months ago
- ☆14Updated 7 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 5 years ago
- ☆72Updated last year
- Various material around private machine learning, some associated with blog☆149Updated 5 years ago
- Machine Learning with SPDZ☆20Updated 7 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 5 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
- ☆31Updated 7 years ago
- Federated learning experiment using TensorFlow.js☆163Updated 3 weeks ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Code for NIPS'2017 paper☆50Updated 5 years ago
- Blog dedicated to cryptography and machine learning☆23Updated 8 months ago
- tf implementation of federated learning☆42Updated 6 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 11 months ago
- Simulate a federated setting and run differentially private federated learning.☆380Updated 4 months ago
- Federated Multi-Task Learning☆131Updated 6 years ago
- Benchmark and comparison of secure Deep Learning platforms: TF Privacy, PySyft and TF-Encrypted☆10Updated 4 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 4 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 6 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆186Updated 5 years ago