构建便于气象海洋应用的Anaconda环境(window版本)

conda info --envs  # 查看环境
conda create --name atm_ocn  # 新建虚拟环境
conda activate atm_ocn  # 切换环境
conda install numpy -y # 安装numpy，如果失败可以尝试pip install numpy

conda install jupyterlab

conda install scikit-learn -y
conda install pandas -y
conda install numpy -y
conda install scipy -y

pip install namelist-python  # conda安装有问题
conda install -c conda-forge wrf-python -y
conda install netcdf4 -y
conda install xarray -y
conda install dask -y

conda install matplotlib -y
conda install -c conda-forge cartopy -y
conda install basemap  # 不再更新
conda install basemap-data-hires

conda install tensorflow  # 安装gpu版本的tensorflow，conda会自动安装cuda/cudnn
conda install tensorflow-gpu==1.14
conda install keras-gpu
conda install pytorch torchvision
cat /usr/local/cuda/version.txt # 查询cuda版本
# CUDA 9.0
conda install pytorch==1.1.0 torchvision==0.3.0 cudatoolkit=9.0 -c pytorch
# CUDA 10.0
conda install pytorch==1.1.0 torchvision==0.3.0 cudatoolkit=10.0 -c pytorch
# CPU Only
conda install pytorch-cpu==1.1.0 torchvision-cpu==0.3.0 cpuonly -c pytorch

conda install pathlib -y
conda install xlrd -y
conda install xlwt -y