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pyltp: the python extension for LTP 3

Project description

pyltp

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pyltp 是 语言技术平台(Language Technology Platform, LTP)的 Python 封装。

在使用 pyltp 之前,您需要简要了解 语言技术平台(LTP) 能否帮助您解决问题。

目前基于Pytorch的LTP4 已经发布,而PyLTP将会只有非常有限的维护,请大家移步使用[LTP 4](LTP 4)

依赖支持情况

Python 2.7, 3.x, and PyPy (PyPy2.7 >= 5.7)

一个简单的例子

下面是一个使用 pyltp 进行分词的例子

# -*- coding: utf-8 -*-
from pyltp import Segmentor
segmentor = Segmentor("/path/to/your/cws/model")
words = segmentor.segment("元芳你怎么看")
print("|".join(words))
segmentor.release()

除了分词之外,pyltp 还提供词性标注、命名实体识别、依存句法分析、语义角色标注等功能。

详细使用方法可以参考 example

安装

  • 第一步,安装 pyltp

    使用 pip 安装

     $ pip install pyltp
    

    或从源代码安装

     $ git clone https://github.com/HIT-SCIR/pyltp
     $ cd pyltp
     $ git submodule init
     $ git submodule update
     $ python setup.py install
    
    • Mac系统出现版本问题使用 MACOSX_DEPLOYMENT_TARGET=10.7 python setup.py install
    • 编译时间较长(约5分钟左右),请耐心等待
  • 第二步,下载模型文件

    七牛云,当前模型版本 3.4.0

制作安装包

git submodule init
git submodule update
python setup.py bdist_wheel

版本对应

  • pyltp 版本:0.4.0
  • LTP 版本:3.4.0
  • 模型版本:3.4.0

作者

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