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%pippip.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