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:
- ☆168Updated 8 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆183Updated 4 years ago
- distributed federated learning for pytorch☆14Updated 7 years ago
- A curated list of resources dedicated to federated learning.☆105Updated 3 years ago
- Federated Learning mini-framework with Keras☆35Updated 6 years ago
- Federated Multi-Task Learning☆131Updated 7 years ago
- Related material on Federated Learning☆26Updated 5 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 5 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- Simulate a federated setting and run differentially private federated learning.☆386Updated 11 months ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆146Updated 6 years ago
- Privacy Preserving Vertical Federated Learning☆222Updated 2 years ago
- Federated Learning on XGBoost☆46Updated 6 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Repository with tutorials and applications of Private-AI algorithms with PySyft☆73Updated 6 years ago
- ☆73Updated 2 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆118Updated 5 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Updated 4 years ago
- resources about federated learning and privacy in machine learning☆545Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 5 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated last year
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- An implementation for a federated learning environment in python using Keras☆24Updated 6 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Updated 4 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆254Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆481Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Updated 3 years ago
- Code for "Differential Privacy Has Disparate Impact on Model Accuracy" NeurIPS'19☆33Updated 4 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated last year