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absa-survey

Resources about Aspect-based Sentiment Analysis (ABSA)

ad-papers

Papers on Computational Advertising

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

bert-train2deploy

BERT模型从训练到部署

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

classifier-multi-label

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

ctr-dl-code

ctr_algorithm

一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）

deep_rec

存放推荐算法相关代码、文档、资料

deepctr

deepctr-1

deepctr-2

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

deepinterestnetwork

dien

financial-time-series

金融数据预测分析（Random Forest; LSTM; CNN）

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称

lstm-time-series-forecasting_keras

lstm time series forecasting implemented by keras 2.4 & tensorflow 2.3

movie_recommend_system

:movie_camera: 一个简单的电影推荐系统

nlp_bert

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

recommendation_system_sort_model

推荐系统排序模型复现

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

recsys

推荐系统实战

rnn-active-user-forecast

1st place solution for the Kuaishou Active-user Forecast competition

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

rs-models

🛴 PyTorch Implementation of classic Recommender System Models.

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

text-classification-cn

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

zh-nlp-demo

自然语言处理NLP在中文文本上的一些应用，如文本分类、情感分析、命名实体识别等