PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
☆78Jan 20, 2024Updated 2 years ago
Alternatives and similar repositories for Per-FedAvg
Users that are interested in Per-FedAvg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆79Aug 6, 2022Updated 3 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆45Jun 28, 2022Updated 3 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Jun 28, 2022Updated 3 years ago
- Implementation of Electric Load Forecasting Based on CNN.☆25Jun 23, 2022Updated 3 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆80Aug 15, 2020Updated 5 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.
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆114Jun 28, 2022Updated 3 years ago
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆31Oct 15, 2023Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆58May 27, 2023Updated 3 years ago
- [Paper][IJCAI2022] Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting☆34Jul 24, 2022Updated 3 years ago
- 粒子群算法(PSO)的Python实现（求解多元函数的极值）☆24Mar 7, 2022Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,136Jan 25, 2026Updated 4 months ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Nov 7, 2022Updated 3 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆90Mar 22, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.0022…☆39Jan 30, 2023Updated 3 years ago
- An easy, modularized, DIY Federated Learning framework with many baselines for individual researchers.☆17May 24, 2023Updated 3 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Jan 29, 2024Updated 2 years ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆94Apr 24, 2023Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆311Apr 18, 2022Updated 4 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆20Feb 19, 2025Updated last year
- 使用CNN、LSTM等实现MNIST分类，长期更新🚵♀️🚵♀️🚵♀️☆13May 2, 2019Updated 7 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Dec 2, 2021Updated 4 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.
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆187Mar 16, 2021Updated 5 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,994May 20, 2026Updated 3 weeks ago
- ☆185Mar 14, 2023Updated 3 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Jul 7, 2022Updated 3 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆81Jan 10, 2026Updated 5 months ago
- Probabilistic lifElong Test-time Adaptation with seLf-training prior (PETAL)☆13Sep 8, 2023Updated 2 years ago
- Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters☆12Feb 24, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated last year
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- ☆11Nov 13, 2022Updated 3 years ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆41Sep 10, 2025Updated 9 months ago
- Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]☆56Jul 31, 2022Updated 3 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆27Nov 27, 2024Updated last year
- ☆29May 26, 2023Updated 3 years ago