Metadata-Version: 2.1
Name: cvextend
Version: 0.2.2
Summary: Tools to extend sklearn's cross-validation classes and functions
Home-page: https://github.com/ldanov/pypkg_cvextend
Author: Lyubomir Danov
License: UNKNOWN
Platform: UNKNOWN
Description-Content-Type: text/markdown
Requires-Dist: pandas (>=0.24.1)
Requires-Dist: scikit-learn (>=0.21.1)

# README

## Description 

`cvextend` extends the functionality offered by the Model Selection module of [scikit-learn](https://scikit-learn.org/stable/):

`cvextend.generate_param_grid` helps with permutating models in steps and their hyperparameters in your `sklearn.pipeline`. See the example [here](api/cvextend.generate_param_grid.html)

`cvextend.ScoreGrid` helps you keep track of the scores you want to use in cross-validations with different optimisation objectives in parallel. See the example [here](api/cvextend.ScoreGrid.html) and also [cvextend.EvaluationGrid](api/cvextend.ScoreGrid.html).

`cvextend.EvaluationGrid`

## Installation 

To install the cvextend library use pip:

```
pip install cvextend
```

or install directly from source:

```
python setup.py install
```

## Usage

``` 
[WIP]
```

## Questions and comments
In case of questions or comments, write an email:  
`ldanov@users.noreply.github.com`

