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13 search results found

Awesome Federated Machine Learning ⭐ 1,425

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Pfllib ⭐ 1,176

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

Federated Learning Pytorch ⭐ 902

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

An open framework for Federated Learning.

Awesome Federated Computing ⭐ 448

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

Awesome Asynchronous Federated Learning ⭐ 68

📦 Collect some Asynchronous Federated Learning papers.

FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]

Federated Learning And Split Learning With Raspberry Pi ⭐ 17

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

Skin Cancer Classifier ⭐ 6

Skin cancer classification demo using Federated Learning techniques

Icml 2023 Fedlaw ⭐ 6

The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".

System Design For Federated Learning ⭐ 5

Paper list of federated learning: About system design

1-13 of 13 search results

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