explore the imbalance data classification, categorical variable encoding and apply deep learing to fusion the outputs from classifiers
- python 3.4+
- pytorch 1.2
- scikit-learn
- Imbalance-Xgboost(https://github.com/jhwjhw0123/Imbalance-XGBoost)
- numpy
- pandas
- xgboost
- categorical-encoding
- deep learning for fusion of the outputs from several classifiers
- compare the performace of categorcal encoding methods from https://github.com/scikit-learn-contrib/categorical-encoding