NLPIRpython用于NLPIR的python包装器和工具箱
nlpir-python的Python项目详细描述
NLPIR-python A python wrapper and toolkit for NLPIR
nlpir-python 是一个 NLPIR 的python调用包
nlpir-python is a python wrapper for NLPIR modules.
- Documentation: https://nlpir-python.rtfd.io
- Github: https://github.com/yangyaofei/nlpir-python
- Support: https://github.com/yangyaofei/nlpir-python/issues
- Free software: MIT license
About
本模块提供两种调用方式:
This package include two level of method:
1. Native call from Dynamic Link Library(DLL) 原生的直接调用DLL的调用方式
These methods are native method directory from DLL, you can easily use them if you are familiar with the NLPIR modules.
原生方法是直接调用的NLPIR中的api,并进行了部分简化处理,和python化.
fromnlpir.nativeimportICTCLAStest_str="法国启蒙思想家孟德斯鸠曾说过：“一切有权力的人都容易滥用" \ "权力，这是一条千古不变的经验。有权力的人直到把权力用到" \ "极限方可休止。”另一法国启蒙思想家卢梭从社会契约论的观点" \ "出发，认为国家权力是公民让渡其全部“自然权利”而获得的，" \ "他在其名著《社会契约论》中写道：“任何国家权力无不是以民" \ "众的权力（权利）让渡与公众认可作为前提的”。"ictclas=ICTCLAS()ictclas.paragraph_process(test_str,0)
2. High-level pythonic method 整合后的更加Python的调用方式
However, the native methods are not very friendly to the beginners. These methods provide a wrapper and tools for the native call, make it easier to use.
然而,对于一般用户来说,原生api功能强大但是却不是很友好.这里nlpir-python对原生api就行包装, 并提供了一些工具方法,使其更利于使用.
fromnlpirimportictclas,toolstools.update_license()test_str="法国启蒙思想家孟德斯鸠曾说过：“一切有权力的人都容易滥用" \ "权力，这是一条千古不变的经验。有权力的人直到把权力用到" \ "极限方可休止。”另一法国启蒙思想家卢梭从社会契约论的观点" \ "出发，认为国家权力是公民让渡其全部“自然权利”而获得的，" \ "他在其名著《社会契约论》中写道：“任何国家权力无不是以民" \ "众的权力（权利）让渡与公众认可作为前提的”。"forword,posinictclas.segment(test_str,pos_tagged=True):print(word,pos)
NOTE: This module only support python3.6+
NOTE: This repo use the git-lfs, please install lfs when pull this repo
TODO feature
- [✔] Native ICTCLAS
- [✘] All Native NLPIR modules
- [✘] High level API for All modules
- [✘] Samples and Tutorial
Supported Table
| Native | Native Doc | Native Test | High-Level | High-Level Doc | High-Level Test | Tutorial | |
|---|---|---|---|---|---|---|---|
| ICTCLAS | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
| NewWordFinder | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ | |
| KeyExtract | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ | |
| Summary | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ | |
| SentimentNew | ✔ | ✔ | ✍ | ||||
| SentimentAnalysis | ✔ | ✔ | ✍ | ||||
| Classify | ✔ | ✔ | ✍ | ||||
| DeepClassify | ✔ | ✔ | ✍ | ||||
| Cluster | ✩ | ||||||
| DocCompare | |||||||
| DocExtractor | |||||||
| DocParser | |||||||
| iEncoder | |||||||
| HTMLPaser | |||||||
| KeyScanner | ✩ | ||||||
| RedupRemover | |||||||
| SpellChecker | |||||||
| SplitSentence | |||||||
| TextSimilarity | ✩ | ||||||
| Word2vec |
- 项目
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