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Add PerpetualBooster #641
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I think it's interesting, but I am planning to try and add a feature soon that allows having integration scripts in separate independent repositories. I propose I'll leave another message here when I have something experimental going. Perhaps it would be interesting to try out? |
It will be really helpful to benchmark our algorithm. I am waiting for it. |
You can always do local integration for yourself if you just want to use the benchmark with your framework. There is no need to have it included in this codebase for that. |
I compared PerpetualBooster against AutGluon (BQ), which is the number one framework in the benchmark, and got some promising results in local tests on small and medium tasks. I have some questions.
P.s. I checked the repo and website before asking these. Thanks in advance. |
Answering my own first two questions after reading the paper :)
Correct me if I am wrong. |
Add PerpetualBooster as an additional algorithm.
https://github.com/perpetual-ml/perpetual
It does not need hyperparameter tuning and supports multi-output and multi-class cases.
I can create a pull request if you are willing to review and accept.
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