Collection of stand-alone Python machine learning recipes (2021)

Re:Collection of stand-alone Python machine learning recipes... by Renaud on Wednesday August 23, 2023 @09:49AM (#37235820)

Maybe I’m not knowledgeable enough about the subject to find this useful, but the list has no information about what any of the recipe does or when you should use them, what strength or tradeoff they present…

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Re:Collection of stand-alone Python machine learning recipes... by hikingsimulator on Wednesday August 23, 2023 @10:47AM (#37236868)

You're right to ask. Some of the methods like Eigenfaces are antiquated when compared to today, existing, stand-alone methods. Sadly, the context of the listed papers and implementations is lacking. It's not because it's outdated that it's worthless given the right outlook.

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Re:Collection of stand-alone Python machine learning recipes... by MrLeap on Wednesday August 23, 2023 @10:47AM (#37236872)

A little reading goes a long way in ML for sure.

One nice thing about having all these recipes is that if you have a classification problem, or stochastic scheduling problem, you can run em' all and cross validate to get a sense of what's the best thing for your data! :D

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Re:Collection of stand-alone Python machine learning recipes... by Bostonian on Wednesday August 23, 2023 @11:44AM (#37237809)

Papers or books are cited for each code -- they would cover that.

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