SMILELab-FL / Dive-into-Federated-LearningLinks
Tutorials and paper lists for federated learning
☆70Updated 2 months ago
Alternatives and similar repositories for Dive-into-Federated-Learning
Users that are interested in Dive-into-Federated-Learning are comparing it to the libraries listed below
Sorting:
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆182Updated 2 years ago
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆178Updated 7 months ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆155Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆266Updated 5 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆90Updated last year
- Codebase for An Efficient Framework for Clustered Federated Learning.☆121Updated 5 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆184Updated 4 years ago
- Paper notes and code for differentially private machine learning☆377Updated 4 months ago
- ☆179Updated last year
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago
- ☆81Updated last year
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆165Updated 3 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Updated 3 months ago
- Accenture Labs Federated Learning☆106Updated last year
- Code and data accompanying the FedGen paper☆257Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆123Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 2 weeks ago
- ☆75Updated 5 years ago
- ☆201Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆170Updated 3 years ago
- An easy-to-use federated learning platform☆301Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆30Updated 3 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Updated 2 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆160Updated 4 years ago
- ☆83Updated 4 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago