[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml
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write all trained algo's parameters to file #134
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ClimbsRocks opened 8 years ago
then, ideally, we can run a regression against them to see which ones matter for your dataset and which ones do not.
in a perfect world, we'd then use that to inform future searchCV searches
realistically, those are optimizations the user is going to have to do by hand for now.
see if we can get the results from EVERY trained algo, even the ones in searchCV that end up not being the best ones.