Raphael-Jin

Raphael Jin's repositories

EDFS

Emulation-based System for Distributed File storage and Parallel Computation

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cpp-notes

C++ 基础, 算法, 数据库,MySQL, ElasticSearch, Redis, 编程四大件, 微服务 , 中间件, ZeroMQ, 部署工具, Docker, k8s, Istio, Linux, , 实践|项目, 开源项目, 个人项目, 读书笔记, 面试题, 优质文章, 博客推荐...

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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dist_tuto.pth

Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial

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dummy_collectives

A minimum demo for PyTorch c10d extension APIs

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ML-Platform

Full Stack MLOps Platform

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Recommender-System

One-stop Data Mining & Movie Recommender Platform. NUS Summer Workshop2021 TOP Prize🏆！！

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embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

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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).

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FLamby

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

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