Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

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text_analysis_tools

文本分析工具包, 可以直接运行 “python examples.py” 进行样例测试。

功能

文本分类
文本聚类
文本相似性
关键词抽取
关键短语抽取
情感分析
文本纠错
文本摘要
主题关键词
同义词、近义词
事件三元组抽取

注意事项

采用词向量生成同义词、近义词功能，需用户自己指定预训练词向量

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murray-z / text_analysis_tools

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