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mynlp

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V4.0.0

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Mynlp: High-performance, scalable Chinese NLP toolkit

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Install

This chapter describes how to install and simply use the basic functions of mynlp.

mynlp has been published in the Maven central repository, so you only need to introduce mynlp.jar dependencies in Maven or Gradle.

Gradle

 compile 'com.mayabot.mynlp:mynlp:4.0.0'

Maven

< dependency >
  < groupId >com.mayabot.mynlp</ groupId >
  < artifactId >mynlp</ artifactId >
  < version >4.0.0</ version >
</ dependency >

Because the resource file is large, the mynlp.jar package does not include resource file (dictionary and model file) dependencies by default.

The lazy scheme, by citing the resource dictionary provided by mynlp-all, meets most needs.

Depend on mynlp-all

 compile 'com.mayabot.mynlp:mynlp-all:4.0.0'

Dictionary and Model Resources

Table 1. Dictionary & Model Resource List

Gradle coordinates	mynlp-all dependency	File size	illustrate
com.mayabot.mynlp.resource:mynlp-resource-coredict:1.0.0	Y	18.2M	Core Dictionary (20w+words, 500w+binary)
com.mayabot.mynlp.resource:mynlp-resource-pos:1.0.0	Y	17.5M	Part-of-speech annotation model (perceptor model)
com.mayabot.mynlp.resource:mynlp-resource-ner:1.0.0	Y	13.4M	Named entity recognition (personal name recognition, other NER)
com.mayabot.mynlp.resource:mynlp-resource-pinyin:1.1.0	Y	272K	Pinyin dictionary, pinyin sync model
com.mayabot.mynlp.resource:mynlp-resource-transform:1.0.0	Y	478K	Traditional Chinese Dictionary
com.mayabot.mynlp.resource:mynlp-resource-cws:1.0.0	N	62.4M	Perceptual machine word segmentation model
com.mayabot.mynlp.resource:mynlp-resource-custom:1.0.0	N	2.19M	Custom extended thesaurus

According to actual needs, introduce resource packages as needed.

An example of Gradle reference

 compile 'com.mayabot.mynlp:mynlp:3.2.0'

// 核心词典
implementation 'com.mayabot.mynlp.resource:mynlp-resource-coredict:1.0.0'

// 词性标注
implementation 'com.mayabot.mynlp.resource:mynlp-resource-pos:1.0.0'

// 命名实体
implementation 'com.mayabot.mynlp.resource:mynlp-resource-ner:1.0.0'

// 拼音
implementation 'com.mayabot.mynlp.resource:mynlp-resource-pinyin:1.1.0'

// 繁简体转换
implementation 'com.mayabot.mynlp.resource:mynlp-resource-transform:1.0.0'

// 感知机分词模型
//   implementation 'com.mayabot.mynlp.resource:mynlp-resource-cws:1.0.0'

// 自定义扩展词库
//   implementation 'com.mayabot.mynlp.resource:mynlp-resource-custom:1.0.0'