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cerlymarco / linear-tree

A python library to build Model Trees with Linear Models at the leaves.
MIT License
338 stars 54 forks source link

Please consider LinXgboost #4

Closed farjami closed 2 years ago

farjami commented 2 years ago

dear Marco please consider LinXgboost compared to your linear-tree https://github.com/ldv1/LinXGBoost https://arxiv.org/abs/1710.03634 thank you in advance

cerlymarco commented 2 years ago

Hi,

LinXgboost is a gradient-boosting algo. Maybe today it's a little bit outdated since the standard XGBOOST or LGBM API support linear boosting.

linear-tree differs because it's a simple sklearn wrapper that embeds every sklearn.linear_model in the leave... this is the greatest benefit.

In the next months, I plan to make some extensions to the library with other functionalities. If you support the project don't forget to leave a star ;-)