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https://github.com/ldanov/pypkg_cvextend
https://github.com/ldanov/pypkg_cvextend
Last synced: about 18 hours ago
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- Host: GitHub
- URL: https://github.com/ldanov/pypkg_cvextend
- Owner: ldanov
- License: mit
- Created: 2019-06-12T12:54:27.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2021-04-01T16:57:09.000Z (over 3 years ago)
- Last Synced: 2024-09-15T13:46:58.104Z (18 days ago)
- Language: Python
- Homepage: https://pypi.org/project/cvextend/
- Size: 5.47 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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:
`[email protected]`