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Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

GPU-Puzzles

Solve puzzles. Learn CUDA.

PyTorch-On-Angel

PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

cat

CAT 作为服务端项目基础组件，提供了 Java, C/C++, Node.js, Python, Go 等多语言客户端，已经在美团点评的基础架构中间件框架（MVC框架，RPC框架，数据库框架，缓存框架等，消息队列，配置系统等）深度集成，为美团点评各业务线提供系统丰富的性能指标、健康状况、实时告警等。

cpp

C++ Tip Of The Week

ps-lite

A lightweight parameter server interface

NodeFormer

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

DLF

Deep learning for flexible market price modeling (landscape forecasting) in real-time bidding advertising. An implementation of our KDD 2019 paper with some other (Python) implemented prediction models.

recsys-dataset

🛍 A real-world e-commerce dataset for session-based recommender systems research.

RecDebiasing

This repository collects debiasing methods for recommendation

cs-video-courses

List of Computer Science courses with video lectures.

myDataCompetition

🔥数据科学竞赛 Baseline & Topline

RGCL

Ratioanle-aware Graph Contrastive Learning codebase

EasyRec

A framework for large scale recommendation algorithms.

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

HCCF

HCCF, SIGIR 2022

The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

RecommenderSystem

run

润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例；解决为什么润，润去哪里，怎么润三大问题； 并成为新**人的核心宗教，核心信念。

SGL-Torch

SGL PyTorch version

darksoulsiii-practice-tool

Dark Souls III speedrunning practice tool

zig.SteamManifestPatcher

Patches steam at runtime to re-allow the use of download_depot to downpatch games.

CORE

[SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space".

AutoPiano

🎹 自由钢琴 AutoPiano - Simple & Elegant Piano Online

SparkCTR

CTR prediction model based on spark(LR, GBDT, DNN)

HowToLiveLonger

程序员延寿指南 | A programmer's guide to live longer

cook

🍲 好的，今天我们来做菜！OK, Let's Cook!