Jinhua Wang's repositories
FloodPhishingSite
A script that can be used to flood a phishing website with useless information.
BERT-pytorch
Google AI 2018 BERT pytorch implementation
autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
bitermplus
Biterm Topic Model (BTM): modeling topics in short texts
ChineseNLPCorpus
中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。
clairvoyance
Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
cnsenti
中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Customer_Satisfaction_Analysis
基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。
examples-of-web-crawlers
一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )
fastText
Library for fast text representation and classification.
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
jieba
结巴中文分词
macOCR
Get any text on your screen into your clipboard.
Measuring-Corporate-Culture-Using-Machine-Learning
Code Repository for MS20190155
pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
python-nameparser
A simple Python module for parsing human names into their individual components
SeleniumLogin
Login some website using selenium.
Senta
Baidu's open-source Sentiment Analysis System.
siren-pytorch
Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function
taobao_crawled
淘宝爬虫命令行版，指定爬取淘宝商品和评论，利用selenium爬取商品信息，requests爬取评论信息。
text_clustering
Implementation of text clustering using fastText word embedding and k-means algorithm
TT_Fund
天天基金网爬虫：北向资金、基金每日净值涨跌、大盘涨跌、基金公司信息