tiantiansong,github

algonotes

公众号【浅梦的学习笔记】文章汇总:包含排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合计算广告，大数据，图算法，NLP&CV，求职面试等内容

anomaly-detection

异常值检测算法总结

app-ideas

A Collection of application ideas which can be used to improve your coding skills.

autodl

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

bigdataplatform

BigDataPlatform：基于大数据、数据平台、微服务、机器学习、商城、自动化运维、DevOps、容器部署平台、数据平台采集、数据平台存储、数据平台计算、数据平台开发、数据平台应用搭建的大数据解决方案。

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deepo

Set up deep learning environment in a single command line.

douyin-ads

抓取抖音广告数据

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

gbdt_lr

广告点击率(CTR)预测经典模型 GBDT + LR 理解与实践（附数据 + 代码）

gnn-algorithms

图神经网络相关算法详述及实现

gnn-model-explainer

gnn explainer

graphneuralnetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

java

27天成为Java大神

jina

Jina is the cloud-native neural search framework powered by state-of-the-art AI and deep learning

joyful-pandas

Pandas中文教程

ml-engineer-roadmap

WIP: Roadmap to becoming a machine learning engineer in 2020

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

my-mac-os

List of applications and tools that make my macOS experience even more amazing

oi_sharing

🧠算法竞赛、数据结构的课件、论文、书籍、OJ网站、习题大全，资料分享。Algorithm ALL IN ONE！学习面试必备！持续更新👀

pagerank

A Python implementation of Larry's famous PageRank algorithm.

plmpapers

Must-read Papers on pre-trained language models.

practice-recommendation-algorithms

在抖音数据集上实践常用推荐算法

reco-papers

Classic papers and resources on recommendation

recommender_systems_abc

基于netflix prize开源数据集，从零开始构建热门推荐、相似推荐、item-based协同过滤算法，并离线评估算法的效果precision/recall，将推荐结果存于Redis，并通过flask构建推荐web服务。

rspapers

Must-read papers on Recommender System.

rsshub

🍰 Everything is RSSible

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