Simplified implementation of federated learning in PyTorch
☆32Jan 7, 2021Updated 5 years ago
Alternatives and similar repositories for federated_learning_pytorch
Users that are interested in federated_learning_pytorch are comparing it to the libraries listed below
Sorting:
- Reproduce Paper "Federated Learning with Non-IID Data"☆10May 3, 2021Updated 4 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Nov 12, 2024Updated last year
- 👥 Federated Learning tutorial with TensorFlow Federated (TFF)☆14Jun 16, 2021Updated 4 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 3 years ago
- ☆31Jul 6, 2018Updated 7 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 3 years ago
- An implementation of Federated Learning using Pytorch and PySyft☆14Sep 1, 2021Updated 4 years ago
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆20Apr 26, 2021Updated 4 years ago
- ☆14Oct 15, 2017Updated 8 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 2 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Apr 30, 2024Updated last year
- A foundational platform that primarily shares federated learning, differential privacy content☆27Mar 19, 2025Updated 11 months ago
- ☆54Apr 5, 2022Updated 3 years ago
- ☆31Mar 12, 2023Updated 2 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,431May 7, 2024Updated last year
- Code for Personalized Federated Learning with Gaussian Processes☆37Mar 3, 2022Updated 4 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Jul 1, 2022Updated 3 years ago
- Implementation of Domain adaptation on PACS dataset using a modified version of Alexnet.☆26Oct 16, 2021Updated 4 years ago
- Federated Learning Course Materials☆65May 18, 2021Updated 4 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Feb 27, 2022Updated 4 years ago
- ☆14Jan 25, 2023Updated 3 years ago
- A hyperspectral data set can be used for testing binary and multi-class change detection techniques.☆13May 20, 2022Updated 3 years ago
- ☆15Apr 17, 2023Updated 2 years ago
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆44May 19, 2025Updated 9 months ago
- Mapping ISP topologies with RocketFuel☆10Aug 11, 2016Updated 9 years ago
- a simple federate-learning framework write by python☆11Sep 18, 2024Updated last year
- ☆13Feb 23, 2023Updated 3 years ago
- You can use this package for Travelling Salesman Problem-related optimization problems such as Route Planning, Delivery Management etc. I…☆10Sep 30, 2022Updated 3 years ago
- Pytorch code of IGARSS2025 paper "MergeSAM: Unsupervised Change Detection of remote sensing Images Based on the Segment Anything Model"☆18Nov 5, 2025Updated 4 months ago
- Open Source for AANet☆11Apr 1, 2024Updated last year
- A Cross-domain Change Detection Network Based on Instance Normalization☆12Dec 19, 2023Updated 2 years ago
- 기획자와 마케터를 위한 이벤트 댓글 분석 - feat. 인프런 새해 다짐 이벤트☆11Apr 22, 2020Updated 5 years ago
- Superpixel-Guided Self-Supervised Learning Network for Multitemporal Image Change Detection☆11Jul 11, 2024Updated last year
- Bees CNN Algorithm (A Fuzzy Evolutionary Deep Learning)☆10Dec 20, 2024Updated last year
- SKFAC Preconditioner for MindSpore☆12Jul 2, 2021Updated 4 years ago
- Visualizing 230 years of US Census data☆12Feb 23, 2020Updated 6 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆49Aug 18, 2023Updated 2 years ago
- DD Liberator 3D Gun Blueprint☆15May 10, 2013Updated 12 years ago