alexjungaalto / FederatedLearningLinks
Material workbench for the master-level course CS-E4740 "Federated Learning"
☆155Updated last week
Alternatives and similar repositories for FederatedLearning
Users that are interested in FederatedLearning are comparing it to the libraries listed below
Sorting:
- Federated Learning Course Materials☆64Updated 4 years ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆75Updated 3 months ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆222Updated last year
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆738Updated 6 months ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆522Updated 2 months ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆136Updated 3 weeks ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆265Updated last year
- Principles of ML Systems Project☆26Updated 4 years ago
- An enterprise-ready and vendor-agnostic federated learning platform.☆165Updated 2 weeks ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆460Updated 2 years ago
- Breaching privacy in federated learning scenarios for vision and text☆308Updated 3 months ago
- Privacy Preserving Vertical Federated Learning☆221Updated 2 years ago
- federated-learning☆86Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆313Updated 2 years ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Updated last year
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆84Updated 2 years ago
- Papers related to Federated Learning in all top venues☆53Updated last week
- Advanced Privacy-Preserving Federated Learning framework☆158Updated this week
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆135Updated 4 months ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 6 years ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆723Updated 3 weeks ago
- Federated Learning for Artificial Intelligence and Machine Learning☆17Updated 3 months ago
- A simplified library for decentralized, privacy preserving machine learning☆349Updated last year
- Experiments on MNIST dataset and federated training using Flower framework☆41Updated last week
- [IJCAI 2024] Redefining Contributions: Shapley-Driven Federated Learning☆18Updated last week
- ☆19Updated 2 years ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆72Updated 2 years ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆140Updated 2 weeks ago