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Gradient Boosting and Random Trees

Open FuriouslyCurious opened this issue 9 years ago • 1 comments

Hi Stephen,

Thank you for putting together a fantastic library! I am a new user of Lua + Torch Machine Learning, and found SciLua while searching for good libraries.

I have a request: would it be possible to add Gradient Boosting Machine (GBM) and Random Forest or ExtremeRandom Forest algorithms to sci-lua? It will make sci-lua much more helpful for machine learning.

If these algorithms are already implemented in another Lua library, please let me know.

Algo descriptions: http://scikit-learn.org/stable/modules/classes.html#module-sklearn.ensemble

Thank you!

FuriouslyCurious avatar Aug 09 '16 20:08 FuriouslyCurious

I don't have immediate plans to work on this, even though I am familiar with the first 2 algorithms mentioned.

Contributions on this are more than welcome, but ideally they would go in a separate library. Scilua is intended as a building block for scientific applications, machine/deep learning ones included.

stepelu avatar Aug 10 '16 19:08 stepelu