Kai

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Yes, this is exactly where I ran into this issue. I'm using pgmpy, which displays it's loops using the default tqdm behavior, which I would like to disable.

How do you propose we still display album art, in that case? have an offline repository of it? Have it transferred to our server the first time it gets downloaded...

I have submitted a pr - somebody please review ... taken from here: https://simonwhitaker.github.io/github-fork-ribbon-css/

@prampey i'm unsure of the encore workflow - how to i see my changes? (I made the previous commit blindly - without actually seeing the effects my code was having)

yeah well, but do i need to install it just to fix the ribbon?!

@SebastinSanty @prampey merge before release?

[Here](https://github.com/kaivalyar/AllenDowneyExercises/blob/master/HowToThinkLikeAComputerScientist-4.0.pdf) is a link to the textbook currently available (version 4.0)

typical algorithms for (oversimplistic) recommender systems might use KNNs. unfortunately, for all my ML talk and interest, i have little knowledge on this field. The concept of a KNN is...

KNN basics: - figure out the parameters a recommender system would depend on (metadata about current and past viewership trends) - quantify said parameters - plot each possible song (to...

yes of course, we need some info per song. artist name, song genre, song tempo, song style, etc etc ...