torch_frame.gbdt

Gradient Boosted Decision Trees

GBDT

Base class for GBDT (Gradient Boosting Decision Trees) models used as strong baseline.

XGBoost

An XGBoost model implementation with hyper-parameter tuning using Optuna.

CatBoost

A CatBoost model implementation with hyper-parameter tuning using Optuna.

LightGBM

LightGBM implementation with hyper-parameter tuning using Optuna.