Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
☆28Nov 6, 2024Updated last year
Alternatives and similar repositories for Federated-Learning-Non-IID
Users that are interested in Federated-Learning-Non-IID are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Communication-efficient federated continual learning☆20Jan 3, 2023Updated 3 years ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆43Nov 16, 2022Updated 3 years ago
- A computation-parallel deep learning architecture.☆13Sep 25, 2019Updated 6 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆93Feb 24, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆18Mar 12, 2024Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆298Jun 27, 2022Updated 3 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆27Nov 27, 2024Updated last year
- ☆14May 5, 2022Updated 4 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆62May 9, 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
- ☆16Feb 28, 2023Updated 3 years ago
- Implementation of Domain adaptation on PACS dataset using a modified version of Alexnet.☆27Oct 16, 2021Updated 4 years ago
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆18Apr 2, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated last year
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Dec 3, 2023Updated 2 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆71Nov 24, 2022Updated 3 years ago
- ☆24Sep 2, 2023Updated 2 years ago
- A framework to learn Compressive Learning system with multidimensional data☆12Jul 26, 2021Updated 4 years ago
- Personalized Client-Edge-Cloud Hierarchical Federated Learning on Non-IID Data☆11Sep 7, 2023Updated 2 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent☆10Nov 19, 2020Updated 5 years ago
- The code in order to implement FedProx (ICPP 2020)☆30Nov 19, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆34Dec 18, 2022Updated 3 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Aug 16, 2022Updated 3 years ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Nov 7, 2022Updated 3 years ago
- 用CGAN训练时频域特征生成特征样本，数据集非图片数据集，用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 4 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 5 years ago
- Bilibili丸一口的笔录☆56Apr 16, 2026Updated last month
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆11Aug 19, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆229Oct 21, 2020Updated 5 years ago
- ☆85Jan 6, 2022Updated 4 years ago
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆125Jul 1, 2022Updated 3 years ago
- Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling☆45Apr 19, 2026Updated last month
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆28Nov 21, 2023Updated 2 years ago