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Han Dong's Projects

stockeye icon stockeye

Keep track of short term stock movement by monitoring breaking news activity

stockforecast icon stockforecast

:dart: predict the price trend of individual stocks using deep learning and natural language processing

stocksight icon stocksight

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

summarization_embeddings icon summarization_embeddings

Code for improving the CL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks." Different forms of word embeddings are integrated into the text summarization model.

sumy icon sumy

Module for automatic summarization of text documents and HTML pages.

text-classification icon text-classification

An example of how to train supervised classifiers for multi-label text classification

textaugmentation-gpt2 icon textaugmentation-gpt2

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

textgrapher icon textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档,将文档进行关键信息提取,进行结构化,并最终组织成图谱组织形式,形成对文章语义信息的图谱化展示。

textpipe icon textpipe

Textpipe: clean and extract metadata from text

translators icon translators

🌏🌍🌎Translators🌎🌍🌏 is a library which aims to bring free, multiple, enjoyable translation to individuals and students in Python. Translators是一个旨在用Python为个人和学生带来免费、多样、愉快翻译的库。

txtai icon txtai

💡 Build AI-powered semantic search applications

web_kg icon web_kg

爬取百度百科中文页面,抽取三元组信息,构建中文知识图谱

weibo-analysis-and-visualization icon weibo-analysis-and-visualization

使用python抓取微博数据并对微博文本分析和可视化,LDA(树图)、关系图、词云、时间趋势(折线图)、热度地图、词典情感分析(饼图和3D柱状图)、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等

wxbot icon wxbot

chatbot on wechat. qa ranking model is based on google bert

xmtc icon xmtc

Extreme Multi-label Text Classification

youtubeli icon youtubeli

Github repo to upload demo files of youtube videos and linkedin

zhihu icon zhihu

知乎看山杯 第二名 解决方案

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