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nlp_ability icon nlp_ability

分享自然语言处理工程师(NLP)需要积累的各方面知识,包括各种面试题,基础知识,工程能力等等,提升核心竞争力

paddlerec icon paddlerec

Recommendation Algorithm大规模推荐算法库,包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM,TiSAS,AutoFIS等,包含经典推荐系统数据集criteo 、movielens等

plsa icon plsa

a python implementation of plsa

prml icon prml

PRML algorithms implemented in Python

sina_news icon sina_news

基于Scrapy的爬虫,爬取新浪新闻,数据库使用mysql和mongoDB附带master分支docker镜像。

stopwords icon stopwords

中文常用停用词表(哈工大停用词表、百度停用词表等)

synonymnet icon synonymnet

Entity Synonym Discovery via Multipiece Bilateral Context Matching (IJCAI'20) https://arxiv.org/abs/1901.00056

tech_aarticle icon tech_aarticle

深度学习各种模型实战-深度学习模型在各大公司实际生产环境的应用讲解文章,涉及到搜索(Query理解,召回,排序)/推荐(召回,排序)/自然语言处理(文本分类,文本相似度判定,文本匹配,文本生成,命名体识别)

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

textrank4zh icon textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

v2ray icon v2ray

Fork from 233boy V2Ray 一键安装 & 管理脚本

vae icon vae

a simple vae and cvae from keras

vae_cf icon vae_cf

Variational autoencoders for collaborative filtering

x-deeplearning icon x-deeplearning

An industrial deep learning framework for high-dimension sparse data

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