A Tiny, Pure Python implementation of Gradient Boosted Trees.
MIT License
TinyGBT(Tiny Gradient Boosted Trees) is a 200 line gradient boosted trees implementation written in pure python.
Since this code is not for production, it is not optimized for speed and memory usage.
- | LightGBM | TinyGBT |
---|---|---|
RMSE of TestSet | 0.45652 | 0.45934 |
git clone https://github.com/lancifollia/tinygbt.git
cd tinygbt
python example.py
MIT