SMILELab-FL / FedLabLinks
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
β795Updated last year
Alternatives and similar repositories for FedLab
Users that are interested in FedLab are comparing it to the libraries listed below
Sorting:
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)β609Updated last year
- Benchmark of federated learning. Dedicated to the community. π€β639Updated 2 weeks ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)β696Updated 2 years ago
- A PyTorch Implementation of Federated Learningβ1,449Updated last year
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.β710Updated 11 months ago
- θι¦ε¦δΉβ1,117Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflowβ259Updated 4 years ago
- PyTorch Federated Learning (easy to use and extend)β277Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Dataβ1,382Updated last year
- β873Updated last year
- An easy-to-use federated learning platformβ297Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.β153Updated last year
- Handy PyTorch implementation of Federated Learning (for your painless research)β453Updated last year
- Overview of Federal Learningβ293Updated 2 years ago
- Personalized federated learning codebase for researchβ396Updated 2 years ago
- An experimental platform for federated learning.β601Updated 4 months ago
- On the Convergence of FedAvg on Non-IID Dataβ269Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyondβ2,008Updated last year
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakβ¦β402Updated 11 months ago
- Leaf: A Benchmark for Federated Settingsβ889Updated 2 years ago
- A federated learning framework to support scalable and reproducible researchβ381Updated this week
- β178Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)β301Updated 3 years ago
- Master Federated Learning in 2 HoursβRun It on Your PC!β1,925Updated last week
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.β193Updated 5 months ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)β1,836Updated last month
- Model-Contrastive Federated Learning (CVPR 2021)β290Updated 3 years ago
- Implementation of dp-based federated learning framework using PyTorchβ308Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.β221Updated 4 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challengesβ159Updated 9 months ago