├── README.md ├── UnbiasedGBM.cpp ├── UnbiasedGBM.py ├── UnbiasedGain.py ├── compile.sh ├── data ├── information.md ├── train_x.csv ├── train_y.csv ├── tune_lgb.db └── tune_ugb.db ├── example.py ├── experiment_toy.ipynb ├── requirement.txt └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/README.md -------------------------------------------------------------------------------- /UnbiasedGBM.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/UnbiasedGBM.cpp -------------------------------------------------------------------------------- /UnbiasedGBM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/UnbiasedGBM.py -------------------------------------------------------------------------------- /UnbiasedGain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/UnbiasedGain.py -------------------------------------------------------------------------------- /compile.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/compile.sh -------------------------------------------------------------------------------- /data/information.md: -------------------------------------------------------------------------------- 1 | [kaggle]Customer Classification -------------------------------------------------------------------------------- /data/train_x.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/data/train_x.csv -------------------------------------------------------------------------------- /data/train_y.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/data/train_y.csv -------------------------------------------------------------------------------- /data/tune_lgb.db: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/data/tune_lgb.db -------------------------------------------------------------------------------- /data/tune_ugb.db: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/data/tune_ugb.db -------------------------------------------------------------------------------- /example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/example.py -------------------------------------------------------------------------------- /experiment_toy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/experiment_toy.ipynb -------------------------------------------------------------------------------- /requirement.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/requirement.txt -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ZheyuAqaZhang/UnbiasedGBM/HEAD/utils.py --------------------------------------------------------------------------------