python环境配置脚本

!/bin/bash

python环境配置脚本

pip安装网络报错

pip install *** --default-timeout=1000

基础计算包

sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple numpy
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple pandas
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple matplotlib==3.0.3

机器学习包

sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple sklearn
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple seaborn
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple xgboost
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple lightgbm

自然语言处理包

sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple nltk
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple jieba
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple gensim
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple fasttext
sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple torchtext

snowballstemmer
visdom //可视化工具
开启visdom
python -m visdom.server

开发工具

sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple jupyterlab

深度学习包

pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple tensorflow-gpu==2.0.0-alpha0

sudo pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple keras
string="********************安装成功！！*******************"
echo $string