When attempting to install or upgrade packages using "pip install", you receive a permission denied error.
!pip install --upgrade scikit-learn
OSError: [Errno 13] Permission denied: '/usr/local/lib/python2.7/dist-packages/scikit-learn'
It's possible to install/upgrade packages in a workspace session, but you need to include the --user flag to avoid the permissions error.
!pip install --upgrade --user scikit-learn
However, this installation will not persist from run to run. If you consistently need this library upgrade, you have a couple of options:
- You can add scikit-learn==0.18.1 to your project's requirements.txt file, as outlined here. This will install it automatically at the start of every run.
- However, you may find that scikit-learn in particular is slow to install. So you may want to take advantage of compute environment caching.
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