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guobbin's Projects

coolweather-1 icon coolweather-1

酷欧天气是一款基于Android端开源的天气预报软件

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet代码实现改为PyTorch实现。

fair_flearn icon fair_flearn

Fair Resource Allocation in Federated Learning (ICLR '20)

fate icon fate

An Industrial Level Federated Learning Framework

fedma icon fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedml icon fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. A short version of our white paper has been accepted by NeurIPS 2020 workshop.

fedprox icon fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

firstdb icon firstdb

基于一致性哈希的分布式键值存储系统

flsim icon flsim

A Simulation Framework for Federated Learning Based on PyTorch

fmtl icon fmtl

Federated Multi-Task Learning

label_system icon label_system

Label system for ultrasound image of the thyroid nodule

leaf icon leaf

Leaf: A Benchmark for Federated Settings

lg-fedavg icon lg-fedavg

Federated Learning with Local and Global Representations

paddlefl icon paddlefl

Federated Deep Learning in PaddlePaddle

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