Update libraries and check if code examples still work

carpentries-incubator / deep-learning-intro

Learn Deep Learning with Python

https://carpentries-incubator.github.io/deep-learning-intro/

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Update libraries and check if code examples still work #436

Closed dsmits closed 5 months ago

dsmits commented 5 months ago

It has been a while since we wrote the setup instructions. I suggest we upgrade the dependencies to the latest versions and see if it breaks any code examples.

dsmits commented 5 months ago

Seems like we never really fix the versions of the dependencies so we don't need to update that. I will share my findings on whether the code still works.

dsmits commented 5 months ago

Issues I found:

In the setup, the keras version check doesn't work anymore. I removed the keras check. tensorflow should be enough
In the intro, there is the same version check. Replaced it with a tensorflow version check
The confusion matrix of the classifier is quite different, but I think this will always remain an issue. Not fixing it
Some bugs in the advanced layer types episode, mainly wrong variable names

dsmits commented 5 months ago

Thankfully the api stayed pretty much the same!