Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.
☆12Jan 2, 2023Updated 3 years ago
Alternatives and similar repositories for Federated-Learning
Users that are interested in 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:
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆21Dec 17, 2023Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- ☆12Dec 11, 2020Updated 5 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆82Jan 10, 2026Updated 7 months ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Jun 28, 2022Updated 4 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- A Convolutional Neural Network (CNN) which can detect the stages of Diabetic retinopathy.☆12Aug 16, 2021Updated 4 years ago
- [CVPRW'22] A privacy attack that exploits Adversarial Training models to compromise the privacy of Federated Learning systems.☆12Jul 7, 2022Updated 4 years ago
- Neural Manifold Operators (KDD 2024)☆26Dec 10, 2024Updated last year
- Server Fleet Management Challenge - Winner of Huawei Ireland TechArena 2024☆14Sep 23, 2024Updated last year
- Runway Port of BigBiGAN from the paper "Large Scale Adversarial Representation Learning"☆10Dec 10, 2024Updated last year
- Run-time validation of tensors for machine-learning systems.☆11Apr 8, 2021Updated 5 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14May 7, 2024Updated 2 years ago
- Conv nets applied to OSM maps for path loss prediction☆10Dec 27, 2022Updated 3 years ago
- Deep Learning tools For Biology☆10Apr 18, 2022Updated 4 years ago
- Federated Adversrial Learning/ Training Framework. A testing ground for conducting relevant research.☆11Oct 9, 2022Updated 3 years ago
- ☆28Sep 3, 2019Updated 6 years ago
- deep-learning based audio-visual lip bometrics☆15May 9, 2023Updated 3 years ago
- ☆14Sep 27, 2019Updated 6 years ago
- This is the official repo for the CVPR 2021 L2ID paper "Distill on the Go: Online knowledge distillation in self-supervised learning"☆12Nov 15, 2021Updated 4 years ago
- Resource Management with DeepRL using TF Agents☆16Jul 27, 2020Updated 6 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.
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆12Dec 17, 2024Updated last year
- ☆11Dec 4, 2025Updated 8 months ago
- Adversarial Defense, Adversarial Attack, Face Recognition, Learnable PCA, Pytorch☆15Aug 3, 2022Updated 4 years ago
- The 7th Place Solution of the First 6G Intelligent Wireless Communication System Competition - Intelligent Distributed Wireless Radio Map…☆16Jul 27, 2023Updated 3 years ago
- A simple PyTorch implementations of `Badnets: Identifying vulnerabilities in the machine learning model supply chain` on MNIST and CIFAR1…☆11May 19, 2021Updated 5 years ago
- ☆10Jun 15, 2021Updated 5 years ago
- The implementation of FedCADO (Classifier-Assisted Diffusion for One-shot Federated learning method)☆13Sep 10, 2025Updated 11 months ago
- Bias Buccaneers Image Recognition Challenge☆11Nov 8, 2022Updated 3 years ago
- ☆53Dec 31, 2024Updated last year
- 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 Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆35Oct 11, 2024Updated last year
- This smart assistant uses advanced Multi-Agent AI systems, leveraging over 10+ agents working asynchronously to perform 20+ tasks. From d…☆25Jan 11, 2025Updated last year
- ☆16Mar 6, 2024Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- Everything you need to reproduce "Better plain ViT baselines for ImageNet-1k" in PyTorch, and more☆12Updated this week
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- Implementation network trimming using pytorch☆15Apr 20, 2020Updated 6 years ago