Three implementations of FedAvg: numpy, pytorch and tensorflow federated.
☆44Jun 28, 2022Updated 4 years ago
Alternatives and similar repositories for FedAvg-numpy-pytorch-tff
Users that are interested in FedAvg-numpy-pytorch-tff 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 FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆114Jun 28, 2022Updated 4 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆78Jan 20, 2024Updated 2 years ago
- Implementation of Electric Load Forecasting Based on CNN.☆25Jun 23, 2022Updated 4 years ago
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 3 years ago
- RF^2 is a federated recommendation learning simulation framework that can simulate realistic system-induced data heterogeneity and its ef…☆14Aug 2, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Linear regression project to predict the selling price of a house. Data set contained features of house using which we predicted the pr…☆12Jan 25, 2021Updated 5 years ago
- I try to use federated learning to re-design the computer vision model to make facial expression prediction☆17Feb 17, 2020Updated 6 years ago
- ☆13Oct 21, 2020Updated 5 years ago
- Produce results of federated algorithms on various benchmarks☆17Oct 11, 2024Updated last year
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆16Sep 10, 2021Updated 4 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
- Federated Learning package☆21Aug 16, 2021Updated 4 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Apr 6, 2021Updated 5 years ago
- Implementation of Electric Load Forecasting Based on LSTM(BiLSTM). Including Univariate-SingleStep forecasting, Multivariate-SingleStep f…☆278Jul 1, 2022Updated 4 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.
- 一个轻量型联邦学习框架，支持支持本地仿真和实际部，支持通信参量、模型、数据的自由更改，支持通信及模型各种指标的观察 开发人员：Jiaxiang Geng/Songning Gao☆34Aug 5, 2024Updated last year
- ☆19Aug 6, 2018Updated 7 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- A simple simulation of Federated learning☆15Aug 1, 2020Updated 5 years ago
- Implement FedAvg algorithm based on Tensorflow☆268Dec 6, 2020Updated 5 years ago
- 区块链+联邦学习+恶意检测算法☆30Mar 5, 2021Updated 5 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆23Jul 22, 2022Updated 4 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
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆80Feb 27, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [IJCNN 2021] FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning☆11Aug 21, 2021Updated 4 years ago
- Chessboard Computer Vision Project☆11Sep 14, 2022Updated 3 years ago
- Including common test models for federated learning, like CNN, Resnet18 and lstm, controlled by different parser.☆24May 26, 2022Updated 4 years ago
- One time ring signatures in javascript (https://cryptonote.org/whitepaper.pdf)☆10Apr 15, 2018Updated 8 years ago
- focal loss (multi-class) for lightgbm/xgboost☆12Apr 18, 2021Updated 5 years ago
- A simple consensus of PBFT☆13Dec 3, 2019Updated 6 years ago
- Codes for kddcup2022☆18Aug 5, 2022Updated 3 years ago
- ☆36Mar 20, 2021Updated 5 years ago
- A pytorch implementation of focal loss☆11Oct 13, 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.
- [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement☆10Mar 25, 2024Updated 2 years ago
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Feb 8, 2021Updated 5 years ago
- The official codes for our paper at COLING 2022: Semantic-Preserving Adversarial Code Comprehension☆12Oct 23, 2022Updated 3 years ago
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆33Apr 22, 2021Updated 5 years ago
- [EAAI 2024] Template-based Feature Aggregation Network for industrial anomaly detection☆12Mar 6, 2025Updated last year
- LLAP is an LLVM-based tool for generating enriched program dependency graphs (ePDGs) from program source code that are suitable for use i…☆16May 17, 2023Updated 3 years ago