mac配置python自然语言处理环境

mac2022-06-30  89

 一、nltk安装

Ⅰ、工具安装步骤

1、根据python版本从 https://pypi.python.org/pypi/setuptools 下载对应版本的setuptools。然后,在终端下运行,sudo sh Downloads/setuptools-0.6c11-py2.7.egg

2、安装pip 在终端下运行sudo easy_install pip

3、安装Numpy和matplotlib。运行 sudo pip install -U numpy matplotlib

4、安装pyyaml 和nltk 运行sudo pip install -U pyyaml nltk

Ⅱ、遇到的问题

1、安装pip常见问题

Error: No available formula with the name "pip" Homebrew provides pip via: `brew install python`. However you will then have two Pythons installed on your Mac, so alternatively you can install pip via the instructions at: https://pip.readthedocs.org/en/stable/installing/#install-pip

采用:

sudo easy_install pip

记得加sudo

2.安装pyyaml常见问题:

sudo pip install -U pyyaml nltk

会遇到下面的问题:

Installing collected packages: six Found existing installation: six 1.4.1 DEPRECATION: Uninstalling a distutils installed project (six) has been deprecated and will be removed in a future version. This is due to the fact that uninstalling a distutils project will only partially uninstall the project. Uninstalling six-1.4.1: ...

采用下面的命令安装:

sudo pip install libName --upgrade --ignore-installed six

3.然后用上述同样的方式安装nltk

4.更新nmpy:

pip install --upgrade numpy import sklearn.datasets Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/Library/Python/2.7/site-packages/sklearn/__init__.py", line 57, in <module> from .base import clone File "/Library/Python/2.7/site-packages/sklearn/base.py", line 11, in <module> from .utils.fixes import signature File "/Library/Python/2.7/site-packages/sklearn/utils/__init__.py", line 10, in <module> from .murmurhash import murmurhash3_32 File "numpy.pxd", line 155, in init sklearn.utils.murmurhash (sklearn/utils/murmurhash.c:5029) ValueError: numpy.dtype has the wrong size, try recompiling

 参考文档: https://blog.wizchen.com/2016/06/17/Mac下更新python科学计算库numpy/ 

解决的办法是关闭sip:

重启电脑,在电脑启动时按住command+R,等画面上出现苹果图标,会看到打开了一个实用工具窗口,打开终端,输入:

csrutil disable

重启完毕后,再次在终端输入:sudo pip install -U numpy

就可以成功了,记得一定要加sudo。

5、同理,如果要安装matplotlib:sudo pip install matplotlib

也一定要加sudo

 二、nltk使用

1、进入到python

>>>import nltk

>>>nltk.download()

会调出一个对话框:可以进行package的下载

 

但是呢,一般是下载不成功的。需要手动去下载数据包

(可以联系本文作者要数据包,也可以自己百度一下,会有资源的),之后就可以进行文本的各种实验了。

2、自行python实验

转载于:https://www.cnblogs.com/sonofelice/p/7872144.html

最新回复(0)