Backto Python Index.
1. 安装 Installation
官网,
国内镜像源
清华最方便，
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/
# 显示源地址
conda config --set show_channel_urls yes
但是清华园因版权问题中间关闭过，
, 备选 中科大源
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/main/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/cloud/msys2/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/cloud/bioconda/
conda config --add channels https://mirrors.ustc.edu.cn/anaconda/cloud/menpo/
conda config --set show_channel_urls yes
随系统启动 Open/Close
conda config --set auto_activate_base false
2. 常用指令
# create env
conda create
-
-
name
=
xxx python
=
3.6
# list all available envs
conda info
-
e
# activate env
conda activate xxx
# deactivate env
conda deactivate
# list all packages in current env
conda
list
# install a new package
conda install pytorch
=
0.4
.0
cuda92
-
c pytorch
# to clone an env
conda create
-
-
name
=
AAA
-
-
clone
=
BBB
# to delete an env
conda env remove
-
n ENV_NAME
3. 关键包的安装
# mostly used
conda
install
numpy scipy pandas matplotlib pillow
# to install tensorboardx
conda
install
-c conda-forge tensorboardx
# to install easydict
conda
install
-c conda-forge easydict
不要使用
conda install opencv
,因为安装内容不全，比如VideoCapture 读视频都不行。使用
pip
pip
install
opencv-python opencv-contrib-python
不要使用
conda install tensorflow-gpu
, 因为官方不给版本更新。使用
pip
pip
install
tensorflow-gpu
4. Env 组织
按版本组织
-pyVvv_base(clean)
- pyVvv_base_cv(numpy, scipy, opencv, matplotlib, )
Ref
- Anaconda使用总结暨部署python2和python3共存
- Anaconda多环境多版本python配置指导
