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The Top 9 Non Iid Open Source Projects

Open source projects categorized as Non Iid
Categories > Non Iid
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 2 years ago
Pfllib ⭐ 1,147
We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
most recent commit 2 days ago
Awesome Federated Learning ⭐ 482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
most recent commit a year ago
Personalizedfl ⭐ 223
Personalized federated learning codebase for research
most recent commit 7 months ago
Fedala ⭐ 56
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
most recent commit 5 months ago
Aweome Heathcare Federated Learning ⭐ 33
A curated list of Federated Learning papers/articles and recent advancements.
most recent commit a year ago
Fl Ml ⭐ 20
This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"
most recent commit 6 months ago
Federated Recommendation Neural Collaborative Filtering ⭐ 10
Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.
most recent commit a year ago
Homogeneous Learning Tensorflow ⭐ 5
This is a Tensorflow implementation of the paper Homogeneous Learning: Self-Attention Decentralized Deep Learning.
most recent commit 4 months ago
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