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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 👥 Federated Learning tutorial with TensorFlow Federated (TFF)☆14Jun 16, 2021Updated 5 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Apr 30, 2024Updated 2 years ago
- An implementation of Federated Learning using Pytorch and PySyft☆14Sep 1, 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
- FedDefender is a novel defense mechanism designed to safeguard Federated Learning from the poisoning attacks (i.e., backdoor attacks).☆16Jul 6, 2024Updated last year
- 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.
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- ☆54Apr 5, 2022Updated 4 years ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆19Apr 26, 2021Updated 5 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 3 years ago
- This repository contains all the implementation of different papers on Federated Learning☆42Aug 12, 2020Updated 5 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆13Mar 31, 2022Updated 4 years ago
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 5 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- TKDE: Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy☆12Dec 23, 2018Updated 7 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.
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆80Feb 27, 2022Updated 4 years ago
- ☆11Sep 14, 2022Updated 3 years ago
- A PyTorch Implementation of Federated Learning☆1,516Jul 25, 2024Updated last year
- Federated Learning with TensorFlow [Video], by Packt Publishing☆16Jan 19, 2021Updated 5 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- This is the official Python and C++ implementation repository for a paper entitled "Visual multi-object tracking with re-identification a…☆12Mar 26, 2025Updated last year
- Federated Learning Course Materials☆66May 18, 2021Updated 5 years ago
- ☆13Apr 9, 2021Updated 5 years ago
- An implementation of the Hogwild! algorithm for asynchronous SGD that interfaces with sci-kit learn.☆20Feb 20, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆43Oct 29, 2021Updated 4 years ago
- Hierarchical Federated Learning with Quantization of Deep Networks from Decentralized Data☆18Jul 28, 2020Updated 5 years ago
- ☆10Nov 28, 2023Updated 2 years ago
- ☆31Mar 12, 2023Updated 3 years ago
- Bu Course LLM(Large Language Model) Fine Tune işlemlerini Türkçe klavuz olarak☆11Mar 29, 2025Updated last year
- ☆11Apr 10, 2025Updated last year
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆124Jul 1, 2022Updated 3 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆316Jul 25, 2024Updated last year
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆46Nov 29, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Nov 24, 2022Updated 3 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- Submission for the 2020 Facebook community challenge☆10May 29, 2021Updated 5 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Aug 18, 2022Updated 3 years ago
- echarts大屏展示得数据可视化☆11Sep 6, 2018Updated 7 years ago
- FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)☆64Apr 2, 2024Updated 2 years ago
- ☆21Dec 30, 2024Updated last year