Switch to Chinese conda Source, config file is in ~/.condarc

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/ conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/ conda config --set show_channel_urls yes

Switch to Chinese pip Source, it’s contents here:

• linux config file is in ~/.pip/pip.conf

• windows config file is in %HOMEPATH%\pip\pip.ini, 

[global]
index-url = http://pypi.douban.com/simple
[install]
trusted-host=pypi.douban.com

Update Anaconda

conda update conda -y
conda update anaconda -y
conda update python -y
conda update --all -y

Install the conda packages

conda install --file=requirements_conda.txt

其中，requirements_conda.txt中内容类似如下，每一行代表一个库，可以指定安装的版本号（例如numpy=1.11），默认安装最新版：

tensorflow
keras
ipykernel
cython
numpy
matplotlib
scipy
Pillow
opencv
pandas
seaborn

Install the pip packages

 pip install -r requirements_pip.txt

其中，requirements_pip.txt中内容类似如下，每一行代表一个库，可以指定安装的版本号（例如numpy=1.11），默认安装最新版：

cython
numpy
matplotlib
scipy
Pillow
image
easydict
opencv-python
sklearn
bunch
tqdm
common
lap
imagehash
ipywidgets
labelme
scikit-image
Augmentor
imgaug

shell脚本

#!/bin/bash

source ~/.bashrc.with_anaconda3

conda activate tf

conda install --file=requirements_conda.txt -y
pip install -r requirements_pip.txt