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3 search results found

Fedml ⭐ 3,946

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI

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

Awesome Edge Machine Learning ⭐ 200

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

Lassoadmm ⭐ 36

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

Fedadapt ⭐ 26

Adaptive Offloading of Federated Learning on IoT Devices

Fed_iot_guard ⭐ 21

Detection of IoT devices infected by malwares from their network communications, using federated machine learning

Nerlnet is a distributed machine learning platform for experiments and IoT deployment.

FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

Elasticnetadmm ⭐ 5

Code for paper "面向物联网隐私数据分析的分布式弹性网络回归学习算法"

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