Minor Reproducibility Fixes #1
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This commit includes fixes of some of the issues, I was able to see trying to execute the Notebook. I also commented on the next issue, a key error, which needs to be solved.
If you can provide dependencies, required software versions, and any other prerequisites to execute the notebook, that would help a lot.