Metadata-Version: 2.1
Name: cv-pruner
Version: 0.0.1rc2
Summary: Three-layer Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimization for Embedded Feature Selection in High-Dimensional Data With Very Small Sample Sizes
Home-page: https://github.com/sigrun-may/cv-pruner
Author: Sigrun May
Author-email: s.may@ostfalia.de
Maintainer: Sigrun May
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/sigrun-may/cv-pruner/issues
Project-URL: Source Code, https://github.com/sigrun-may/cv-pruner
Project-URL: Contributing, https://github.com/sigrun-may/cv-pruner/blob/main/CONTRIBUTING.md
Project-URL: Code of Conduct, https://github.com/sigrun-may/cv-pruner/blob/main/CODE_OF_CONDUCT.md
Keywords: ml ai machine-learning hyperparameter-optimization high-dimensional data
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Provides-Extra: checking
Provides-Extra: optional
Provides-Extra: testing
Provides-Extra: doc
License-File: LICENSE

# CV-Pruner

[![MIT License](https://img.shields.io/github/license/sigrun-may/cv-pruner)](https://github.com/sigrun-may/cv-pruner/blob/main/LICENSE)
[![pytest](https://github.com/sigrun-may/cv-pruner/actions/workflows/pytest.yml/badge.svg)](https://github.com/sigrun-may/cv-pruner/actions/workflows/pytest.yml)
[![Static Code Checks](https://github.com/sigrun-may/cv-pruner/actions/workflows/static_checks.yml/badge.svg)](https://github.com/sigrun-may/cv-pruner/actions/workflows/static_checks.yml)
[![GitHub issues](https://img.shields.io/github/issues-raw/sigrun-may/cv-pruner)](https://github.com/sigrun-may/cv-pruner/issues)

## Installation

CV-Pruner is available at [the Python Package Index (PyPI)](https://pypi.org/project/cv-pruner/).
It can be installed with pip:

```bash
$ pip install cv-pruner
```

## Licensing

Copyright (c) 2021 Sigrun May, Helmholtz-Zentrum für Infektionsforschung GmbH (HZI)<br/>
Copyright (c) 2021 Sigrun May, Ostfalia Hochschule für angewandte Wissenschaften

Licensed under the **MIT License** (the "License"); you may not use this file except in compliance with the License.
You may obtain a copy of the License by reviewing the file
[LICENSE](https://github.com/sigrun-may/cv-pruner/blob/main/LICENSE) in the repository.


