florian / federated-learningLinks
☆31Updated 7 years ago
Alternatives and similar repositories for federated-learning
Users that are interested in federated-learning are comparing it to the libraries listed below
Sorting:
- ☆169Updated 7 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- Federated Multi-Task Learning☆132Updated 6 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 6 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆186Updated 5 years ago
- ☆72Updated last year
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆117Updated 5 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- Simulate a federated setting and run differentially private federated learning.☆383Updated 5 months ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated last year
- Federated Learning on XGBoost☆46Updated 5 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆44Updated 3 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33Updated 4 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 6 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆249Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆476Updated 2 years ago
- Code for paper "Interpret Federated Learning with Shapley Values"☆39Updated 6 years ago
- ☆14Updated 7 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- autodp: A flexible and easy-to-use package for differential privacy☆274Updated last year
- An implementation for a federated learning environment in python using Keras☆24Updated 6 years ago