TL-System / platoLinks
A federated learning framework to support scalable and reproducible research
☆378Updated 10 months ago
Alternatives and similar repositories for plato
Users that are interested in plato are comparing it to the libraries listed below
Sorting:
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆400Updated last year
- On the Convergence of FedAvg on Non-IID Data☆267Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆788Updated last year
- An easy-to-use federated learning platform☆298Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆693Updated 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☆173Updated 3 months ago
- Code and data accompanying the FedGen paper☆251Updated 10 months ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆172Updated 2 years ago
- ☆177Updated 2 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆176Updated 4 years ago
- Personalized federated learning codebase for research☆394Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- Implement FedAvg algorithm based on Tensorflow☆256Updated 4 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆158Updated 4 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆300Updated 3 years ago
- Implementation of dp-based federated learning framework using PyTorch☆307Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆219Updated 4 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆707Updated 10 months ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- ☆174Updated 10 months ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆192Updated 5 months ago
- Releasing the source code Version1.☆170Updated 4 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆399Updated 10 months ago
- PyTorch Federated Learning (easy to use and extend)☆274Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆632Updated this week