Metadata-Version: 2.1
Name: crosspredict
Version: 0.0.1
Summary: package for easy crossvalidation
Home-page: UNKNOWN
Author: Vladislav Boyadzhi
Author-email: vladislav.boyadzhi@gmail.com
License: UNKNOWN
Description: # 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](#installation)
        - [How to use](#how-to-use)
        
        ## Installation
        ```bash
        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`](https://github.com//crosspredict/crosspredict/blob/master/notebooks/Simple_example_in_one_Notebook.ipynb)
        
        **Iterator_class** - [`Iterator_class.ipynb`](https://github.com//crosspredict/crosspredict/blob/master/notebooks/Iterator_class.ipynb)
        
        **CrossModelFabric_class** - [`CrossModelFabric_class.ipynb`](https://github.com//crosspredict/crosspredict/blob/master/notebooks/CrossModelFabric_class.ipynb)
        
        **CrossTargetEncoder_class** - [`CrossTargetEncoder_class.ipynb`](https://github.com//crosspredict/crosspredict/blob/master/notebooks/CrossTargetEncoder_class.ipynb)
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
