conda vs. pip vs. virtualenv

Task Conda package and environment manager command Pip package manager command Virtualenv environment manager command
Install a package conda install $PACKAGE_NAME pip install $PACKAGE_NAME X
Update a package conda update --name $ENVIRONMENT_NAME $PACKAGE_NAME pip install --upgrade $PACKAGE_NAME X
Update package manager conda update conda Linux/OSX: pip install -U pip Win: python -m pip install -U pip X
Uninstall a package conda remove --name $ENVIRONMENT_NAME $PACKAGE_NAME pip uninstall $PACKAGE_NAME X
Create an environment conda create --name $ENVIRONMENT_NAME python X cd $ENV_BASE_DIR; virtualenv $ENVIRONMENT_NAME
Activate an environment source activate $ENVIRONMENT_NAME X source $ENV_BASE_DIR/$ENVIRONMENT_NAME/bin/activate
Deactivate an environment source deactivate X deactivate
Search available packages conda search $SEARCH_TERM pip search $SEARCH_TERM X
Install package from specific source conda install --channel $URL $PACKAGE_NAME pip install --index-url $URL $PACKAGE_NAME X
List installed packages conda list --name $ENVIRONMENT_NAME pip list X
Create requirements file conda list --export pip freeze X
List all environments conda info --envs X Install virtualenv wrapper, then lsvirtualenv
Install other package manager conda install pip pip install conda X
Install Python conda install python=x.x X X
Update Python conda update python * X X
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