crosspredict 0.0.1

package for easy crossvalidation

CrossPredict

• The library makes cross validation easy
• Easy use of target encoding with double crossvalidation
• Easy to extend to other models
• Supports Lightgbm, XGBoost
• Supports crossvalidation by users (RepeatedKFold)
• Supports stratified crossvalidation by target column (RepeatedStratifiedKFold)
• Supports simple crossvalidation (RepeatedKFold)
• Supports target encoding library category_encoders

Table of contents

• Installation
• How to use

Installation

git clone https://github.com/crosspredict/crosspredict
python -m pip install .

How to use

Simple_example_in_one_Notebook - Simple_example_in_one_Notebook.ipynb

Iterator_class - Iterator_class.ipynb

CrossModelFabric_class - CrossModelFabric_class.ipynb

CrossTargetEncoder_class - CrossTargetEncoder_class.ipynb