python导出requirements.txt的几种方法以及环境配置详细流程

pip freezen > requirements.txt

pip list --format=freeze >requirement.txt

conda list -e > requirements.txt

conda install --yes --file requirements.txt

conda env export > freeze.yml

conda env create -f freeze.yml

pip install pipreqs

pipreqs ./

pipreqs ./ --encoding=utf-8

conda create -n 环境名称 python=3.10 anaconda
conda activate 环境名称

pip install -r requirements.txt

# CUDA 11.6
conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 pytorch-cuda=11.6 -c pytorch -c nvidia
# CUDA 11.7
conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 pytorch-cuda=11.7 -c pytorch -c nvidia
# CPU Only
conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 cpuonly -c pytorch

conda create -n condatestenvpython=3.10 anaconda
conda activate condatestenv
pip install -r requirements.txt
conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 pytorch-cuda=11.6 -c pytorch -c nvidia