PyTorch implementation of FedPer (Federated Learning with Personalization Layers).
☆79Aug 6, 2022Updated 3 years ago
Alternatives and similar repositories for FedPer
Users that are interested in FedPer 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 Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆44Jun 28, 2022Updated 4 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆114Jun 28, 2022Updated 4 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Jun 28, 2022Updated 4 years ago
- Implementation of Electric Load Forecasting Based on CNN.☆25Jun 23, 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.
- ☆14Mar 6, 2023Updated 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
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Sep 2, 2022Updated 3 years ago
- ☆185Mar 14, 2023Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆150Nov 11, 2024Updated last year
- The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)☆35Sep 29, 2019Updated 6 years ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆71Mar 29, 2023Updated 3 years ago
- AvgNet: Adaptive Visibility Graph Neural Network and It’s Application in Modulation Classification☆29May 25, 2022Updated 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.
- IJCAI-Personalized Federated Learning with Graph☆58May 27, 2023Updated 3 years ago
- fully ready experiments☆40Jul 18, 2022Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,148Jan 25, 2026Updated 6 months ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆44Apr 25, 2023Updated 3 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆57Feb 1, 2023Updated 3 years ago
- Pytorch implementation of Spiking Neural Networks for Human Activity Recognition.☆21Dec 11, 2022Updated 3 years ago
- [IJCNN 2021] FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning☆11Aug 21, 2021Updated 4 years ago
- 🌟ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition☆17Oct 26, 2023Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆163Nov 7, 2022Updated 3 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.
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 9 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆190May 26, 2022Updated 4 years ago
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 2 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆274Nov 13, 2025Updated 8 months ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆55Mar 21, 2022Updated 4 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Jun 29, 2023Updated 3 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.
- ☆12May 20, 2026Updated 2 months ago
- Model-Contrastive Federated Learning (CVPR 2021)☆297Jun 27, 2022Updated 4 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 years ago
- Towards model-agnostic federated learning using knowledge distillation, ICLR 2022☆10Mar 12, 2022Updated 4 years ago
- signal denoising + modulation recognition☆11Aug 7, 2018Updated 7 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆733Mar 24, 2023Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,005May 20, 2026Updated 2 months ago