GalaxyLearning / GFLLinks
Galaxy Federated Learning Framework (星际联邦学习框架)
☆254Updated 2 years ago
Alternatives and similar repositories for GFL
Users that are interested in GFL are comparing it to the libraries listed below
Sorting:
- ☆111Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆194Updated 10 months ago
- Implementation of dp-based federated learning framework using PyTorch☆301Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆266Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆253Updated 4 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆188Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆174Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆239Updated 11 months ago
- Overview of Federal Learning☆293Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆380Updated 4 months ago
- ☆72Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆155Updated 4 years ago
- vertical federated learning paper lists☆76Updated 4 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆339Updated 3 years ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- A distributed fedrated learning system on the blockchain.☆64Updated 6 years ago
- ☆175Updated 2 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- An easy-to-use federated learning platform☆298Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆297Updated 3 years ago
- ☆174Updated 8 months ago
- Code and data accompanying the FedGen paper☆252Updated 8 months ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆686Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问题☆36Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆602Updated last year
- ☆77Updated last year