Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
Our notebooks (with one exception) all use randomized ML techniques, meaning the trained model is different in every single execution. This makes testing somewhat difficult to impossible (as we'd be restricted to test for only the things that remain constant). To fix this, I added
random_state
and set it to a constant, and for the pytorch notebook I set a manual seed. Note that this doesn't affect the user experience. Users can always choose to delete this or change the random seed, of course.This is another PR that was part of #1467 but is now separate to simplify #1467
Checklist