PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).
☆70Jun 28, 2022Updated 4 years ago
Alternatives and similar repositories for Scaffold-Federated-Learning
Users that are interested in Scaffold-Federated-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆82Jan 10, 2026Updated 7 months ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆114Jun 28, 2022Updated 4 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆79Aug 6, 2022Updated 4 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆90Mar 22, 2022Updated 4 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.☆12Jan 2, 2023Updated 3 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆297Jun 27, 2022Updated 4 years ago
- ☆85Jan 6, 2022Updated 4 years ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆21Oct 21, 2023Updated 2 years ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆77Feb 22, 2022Updated 4 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 years ago
- ☆29Dec 23, 2023Updated 2 years ago
- (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient☆44Aug 15, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- Code and data accompanying the FedGen paper☆261Oct 31, 2024Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆73Dec 9, 2024Updated last year
- ICLR 2023 - FedFA: Federated Feature Augmentation☆60Mar 28, 2023Updated 3 years ago
- Federated Learning Based Dynamic Regularization☆18Jun 2, 2021Updated 5 years ago
- ☆18Jul 20, 2022Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 7 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,153Jan 25, 2026Updated 6 months ago
- ☆32Mar 12, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆15Jan 16, 2024Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆190May 26, 2022Updated 4 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆689Jan 25, 2026Updated 6 months ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆228Oct 21, 2020Updated 5 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132May 20, 2023Updated 3 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆80Feb 27, 2022Updated 4 years ago
- ☆13May 13, 2023Updated 3 years ago
- Implementation of Electric Load Forecasting Based on LSTM (BiLSTM). Including direct-multi-output forecasting, single-step-scrolling fore…☆103Aug 8, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This is the official repository of L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representat…☆12May 20, 2024Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆67Aug 28, 2023Updated 2 years ago
- CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization☆12Aug 3, 2024Updated 2 years ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 2 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 years ago
- Official implementation of the RegMixup paper☆22Nov 30, 2022Updated 3 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago