anaconda官网下载
Anaconda | The World's Most Popular Data Science Platform
别忘了添加系统环境
到Nvidia更新驱动
conda create -n xxx python==3.7
conda activate xxx
pytorch官网安装
PyTorch
tensorflow用清华源镜像安装
pip install tensorflow-gpu==x.x.x -i https://pypi.mirrors.ustc.edu.cn/simple
gpu对应的cuda和cudnn在在 Windows 环境中从源代码构建 | TensorFlow (google.cn)
anaconda安装对应版本的
conda install cudatoolkit=x.x.x
conda install cudnn=x.x
1.15.0 10.0 7.6
安装内核
conda install nb_conda
python -m ipykernel install --user --name xxx --display-name "xxx"
jupyter插件
pip install jupyter_contrib_nbextensions
jupyter contrib nbextension install --user
导出环境
conda env export > environment.yml
condalist --explicit > filename.txt
导入环境
conda env create -f environment.yml
conda install --name environment_Name --file filename.txt
一些必备的库
scipy
numpy
matplotlib