bfortuner / pytorch-federated-learningLinks
☆14Updated 7 years ago
Alternatives and similar repositories for pytorch-federated-learning
Users that are interested in pytorch-federated-learning are comparing it to the libraries listed below
Sorting:
- Related material on Federated Learning☆26Updated 5 years ago
- distributed federated learning for pytorch☆15Updated 7 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Updated 5 years ago
- ☆31Updated 7 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆144Updated 6 years ago
- The source code to reproduce the results reported in the 'Federated Online Learning to Rank with Evolution Strategies' paper, published a…☆33Updated 3 years ago
- Differentially Private Optimization for PyTorch 👁🙅♀️☆186Updated 5 years ago
- ☆168Updated 7 years ago
- FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks☆66Updated last year
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 3 years ago
- ☆72Updated last year
- FedNAS: Federated Deep Learning via Neural Architecture Search☆55Updated 3 years ago
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Updated 6 years ago
- ☆75Updated 6 years ago
- Source code of paper "Differentially Private Generative Adversarial Network"☆70Updated 6 years ago
- Salvaging Federated Learning by Local Adaptation☆56Updated 11 months ago
- Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"☆67Updated 6 years ago
- Federated Multi-Task Learning☆131Updated 6 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- Attentive Federated Learning for Private NLM☆61Updated 11 months ago
- Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers☆93Updated 3 years ago
- The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)☆36Updated 5 years ago
- PyTorch implementation of NoPeekNN☆17Updated 4 years ago
- ☆22Updated 6 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 the signSGD paper☆87Updated 4 years ago
- An implementation of the Hogwild! algorithm for asynchronous SGD that interfaces with sci-kit learn.☆20Updated 5 years ago