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HenryTujia's Projects

fedalign icon fedalign

Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]

fedml icon fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

fl-algoforge icon fl-algoforge

A repository for implementing and reproducing classic federated learning methods.

henry-tujia.github.io icon henry-tujia.github.io

A minimalist, beautiful, responsive blogging program written in Astro.一个简约、漂亮并且支持响应式的博客程序,基于 Astro 构建。

rayfedai icon rayfedai

RayFedAI is an open-source federated learning framework that harnesses the power of distributed computing with the Ray backend. This project aims to provide a robust platform for implementing and training machine learning models across decentralized data sources while maintaining data privacy and security.

ssf icon ssf

Beyond Parameter Averaging in Model Aggregation

ucas-srun-login-script icon ucas-srun-login-script

采用python编写的国科大(雁栖湖)深澜校园网登录脚本,以实现命令行登录或者断线重连等,仅提供登录功能

ucas_homework icon ucas_homework

自用国科大作业,内容包括自己完成的课程作业以及Latex形式的文档

weekly icon weekly

科技爱好者周刊,每周五发布

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