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 10 months ago
- AT89C52单片机实验程序：发光二极管的亮灭、多个发光二极管分组循环交替亮灭、外部中断控制数码管循环显示0~9、定时器控制发光二极管的亮灭+简单输出连续矩形脉冲。☆11Mar 20, 2022Updated 4 years ago
- 2021年计算机保研记录☆13Mar 7, 2022Updated 4 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆114Jun 28, 2022Updated 4 years ago
- 基于C# winform的操作系统课程设计：SPOOLING假脱机输入输出技术模拟。☆10Mar 7, 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.
- Linux课程设计：Linux系统下多进程的创建与通信☆15Mar 7, 2022Updated 4 years ago
- Three implementations of FedAvg: numpy, pytorch and tensorflow federated.☆44Jun 28, 2022Updated 4 years ago
- NCEPU-EDM（NCEPU和EDM分别是华北电力大学和教育数据挖掘的缩写）软件是专门为华北电力大学本科生所开发的一款简单软件，具有查询和数据挖掘两大功能模块。其中查询模块为学生提供成绩、课表、考试、GPA、培养方案、成绩总表以及综合测评等教务查询。同时该模块对学生的成绩…☆27Apr 5, 2022Updated 4 years ago
- 鸿蒙开发课程设计：基于JSoup的鸿蒙教务查询软件。☆17Mar 9, 2022Updated 4 years ago
- Implement the node2vec algorithm using Python☆29Mar 11, 2022Updated 4 years ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆78Aug 6, 2022Updated 4 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆79Jan 20, 2024Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆90Mar 22, 2022Updated 4 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of Electric Load Forecasting Based on CNN.☆25Jun 23, 2022Updated 4 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆298Jun 27, 2022Updated 4 years ago
- Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.☆12Jan 2, 2023Updated 3 years ago
- ☆85Jan 6, 2022Updated 4 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 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 3 years ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆78Feb 22, 2022Updated 4 years ago
- Implementation of cats-vs-dogs based on CNN.☆88Jul 30, 2022Updated 4 years ago
- ☆29Dec 23, 2023Updated 2 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.
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆80Feb 27, 2022Updated 4 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 4 years ago
- Code and data accompanying the FedGen paper☆262Oct 31, 2024Updated 2 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆231Oct 21, 2020Updated 6 years ago
- Federated Learning Based Dynamic Regularization☆18Jun 2, 2021Updated 5 years ago
- Implementation of dp-based federated learning framework using PyTorch☆323Jan 3, 2026Updated 10 months ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆272Nov 13, 2025Updated 11 months ago
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Membership Inference Attack Using Self Influence Functions☆14Dec 17, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆695Updated this week
- ☆15Jan 16, 2024Updated 2 years ago
- ☆18Jul 20, 2022Updated 4 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- ☆13May 13, 2023Updated 3 years ago
- Personalized federated learning codebase for research☆413Oct 4, 2023Updated 3 years ago
Are these results useful?