ChanChiChoi / awesome-Federated-LearningLinks
federated-learning
☆82Updated 2 years ago
Alternatives and similar repositories for awesome-Federated-Learning
Users that are interested in awesome-Federated-Learning are comparing it to the libraries listed below
Sorting:
- ☆174Updated 8 months ago
- Investigating Split Learning and Federate Learning☆84Updated 5 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆250Updated last year
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆68Updated 4 years ago
- ☆54Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Updated 3 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆169Updated 2 years ago
- ☆96Updated 3 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆110Updated 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆84Updated 5 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆297Updated 3 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆66Updated 7 months ago
- Implementation of dp-based federated learning framework using PyTorch☆300Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆239Updated 11 months ago
- Releasing the source code Version1.☆166Updated 3 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints