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albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

algorithms

Minimal examples of data structures and algorithms in Python

amazon-apparel-recommendation-engine

A recommendation engine which suggests similar products to the given product in any e-commerce websites. The recommendation engine, uses information about 1,80,000 Amazon products

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

bert

TensorFlow code and pre-trained models for BERT

bert_implement

使用BERT模型进行文本分类，相似句子判断，以及词性标注

cail2018_baseline

调通了代码

cail2019

cail2019-1

法研杯2019相似案例匹配第二名解决方案

chatgpt

Reverse engineered ChatGPT API

chinese-pretrained-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

code-and-algorithm

Machine Learning and Deep Learning

content-based-recommender-system

It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset

crosshotel_f1

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

deepctr

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

docker-elk

The ELK stack powered by Docker and Compose.

douban_films_recmd

flink-recommandsystem-demo

:helicopter::rocket:基于Flink实现的商品实时推荐系统。flink统计商品热度，放入redis缓存，分析日志信息，将画像标签和实时记录放入Hbase。在用户发起推荐请求后，根据用户画像重排序热度榜，并结合协同过滤和标签两个推荐模块为新生成的榜单的每一个产品添加关联产品，最后返回新的用户列表。

geektime-elk

ELK Training

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hinet

Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction

index_analysis0508

index tracing

list_of_recommender_systems

A List of Recommender Systems and Resources

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

multitask_models

multitask_models,mmoe,hinet,esmm.etc

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、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。