federated-learning-framework

#安卓#Flower: A Friendly Federated AI Framework

#自然语言处理#Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

#计算机科学#A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

#计算机科学#All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

#计算机科学#Benchmark of federated learning. Dedicated to the community. 🤗

#计算机科学#The first open Federated Learning framework implemented in C++ and Python.

#计算机科学#Simulation framework for accelerating research in Private Federated Learning

Low-level Python library used to interact with a Substra network

#区块链#Galaxy Federated Learning Framework （星际联邦学习框架）

#计算机科学#FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

Advanced Privacy-Preserving Federated Learning framework

⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning

#计算机科学#HeFlwr: Federated Learning for Heterogeneous Devices

Simulation Codes for "Reconfigurable Intelligent Surface Enabled Federated Learning: A Unified Communication-Learning Design Approach"

#计算机科学#NEBULA: A Platform for Decentralized Federated Learning

#计算机科学#Nerlnet is a framework for research and development of distributed machine learning models on IoT

#计算机科学#A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings

#计算机科学#An Efficient and Easy-to-use Federated Learning Framework.

[ICLR2023] Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

#计算机科学#Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with priva...