GalaxyLearning / GFLLinks
Galaxy Federated Learning Framework (星际联邦学习框架)
☆253Updated 2 years ago
Alternatives and similar repositories for GFL
Users that are interested in GFL are comparing it to the libraries listed below
Sorting:
- ☆110Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆195Updated last year
- On the Convergence of FedAvg on Non-IID Data☆267Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆256Updated 4 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆175Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆190Updated 4 years ago
- ☆72Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- Overview of Federal Learning☆293Updated 2 years ago
- An easy-to-use federated learning platform☆298Updated 2 years ago
- ☆174Updated 10 months ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- ☆177Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆158Updated 4 years ago
- Simulate a federated setting and run differentially private federated learning.☆381Updated 6 months ago
- Code and data accompanying the FedGen paper☆251Updated 10 months ago
- 联邦学习分布式训练MNist数据集☆60Updated 6 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆300Updated 3 years ago
- A distributed fedrated learning system on the blockchain.☆65Updated 6 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆116Updated 4 years ago
- ☆34Updated 4 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆627Updated 4 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆399Updated 10 months ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Updated 3 years ago
- vertical federated learning paper lists☆76Updated 4 years ago