alexjungaalto / FederatedLearning
Material workbench for the master-level course CS-E4740 "Federated Learning"
☆120Updated this week
Alternatives and similar repositories for FederatedLearning:
Users that are interested in FederatedLearning are comparing it to the libraries listed below
- Federated Learning Course Materials☆64Updated 3 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆209Updated 9 months ago
- A collaborative learning framework for empowering biomedical research☆44Updated this week
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆708Updated 7 months ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆13Updated last year
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆98Updated this week
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆72Updated 3 months ago
- Implementation of dp-based federated learning framework using PyTorch☆295Updated 2 years ago
- Principles of ML Systems Project☆27Updated 4 years ago
- Privacy Preserving Vertical Federated Learning☆217Updated last year
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆190Updated 10 months ago
- Breaching privacy in federated learning scenarios for vision and text☆280Updated 11 months ago
- A curated list of Federated Learning papers/articles and recent advancements.☆92Updated 2 years ago
- Federated Learning for Artificial Intelligence and Machine Learning☆17Updated 11 months ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆428Updated last year
- ☆19Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆257Updated 6 months ago
- Experiments on MNIST dataset and federated training using Flower framework☆37Updated 8 months ago
- This repository contains all the implementation of different papers on Federated Learning☆43Updated 4 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆504Updated last year
- Advanced Privacy-Preserving Federated Learning framework☆111Updated this week
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆161Updated 2 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆76Updated 3 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆38Updated 5 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆683Updated 5 months ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆294Updated 2 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆160Updated 2 years ago
- federated-learning☆82Updated 2 years ago
- Accenture Labs Federated Learning☆97Updated last year
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆39Updated last year