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microsoft / FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
https://microsoft.github.io/FLAML/
MIT License
3.75k stars 495 forks source link

Need estimators like support vector machine, Decision Tree, Naïve Bayes Classifier. #1264

Open shivam-maurya-git opened 6 months ago

shivam-maurya-git commented 6 months ago

I am using AutoML to do a classification task, but I need more estimators other than given in documentation. Please take a look.

Programmer-RD-AI commented 1 month ago

Custom estimator. Use custom estimator for: tuning an estimator that is not built-in; customizing search space for a built-in estimator.

You have the ability to create your own custom estimators, that should allow you to use more estimators by custom making them... You can follow the: https://microsoft.github.io/FLAML/docs/Use-Cases/Task-Oriented-AutoML#guidelines-on-tuning-a-custom-estimator Documentation to see how to create a custom estimator... Thank you