I am using both "pip freeze" and "conda list" to list the packages installed in my environment, but what are their differences?
Difference between pip freeze and conda list
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If the goal only is to list all the installed packages,
pip listorconda listare the way to go.pip freeze, likeconda list --export, is more for generating requirements files for your environment. For example, if you have created a package in your customized environment with certain dependencies, you can doconda list --export > requirements.txt. When you are ready to distribute your package to other users, they can easily duplicate your environment and the associated dependencies withconda create --name <envname> --file requirements.txt.The differences between
condaandpipneed a longer discussion. There are plenty of explanations on StackOverflow. This article by Jake VanderPlas is a great read as well.You might also find this table useful. It lists operation equivalences between
conda,pipandvirtualenv.