Features Selection GA

A lightweight widget for features selection.

  • Sanjeev Kumar

License BSD-3 PyPI Python Version tests codecov napari hub

An interactive plugin that enables users to choose the important/relevant features from a set of multiple features. These selected features can then be applied to various tasks like object detection, segmentation, classification, among others.


This napari plugin was generated with Cookiecutter using @napari's cookiecutter-napari-plugin template.

Installation

You can install napari-features-selector via pip:

pip install napari-features-selector

Contributing

Contributions are very welcome. Tests can be run with tox, please ensure the coverage at least stays the same before you submit a pull request.

License

Distributed under the terms of the BSD-3 license, "napari-features-selector" is free and open source software

Issues

If you encounter any problems, please file an issue along with a detailed description.

Version:

  • 0.0.4

Last updated:

  • 2023-03-29

First released:

  • 2023-03-28

License:

  • BSD-3-Clause

Supported data:

  • Information not submitted

Plugin type:

Open extension:

Save extension:

Python versions supported:

Operating system:

  • Information not submitted

Requirements:

  • numpy
  • magicgui
  • qtpy
  • pandas
  • scikit-learn
  • sklearn-genetic-opt
  • tox ; extra == 'testing'
  • pytest ; extra == 'testing'
  • pytest-cov ; extra == 'testing'
  • pytest-qt ; extra == 'testing'
  • napari ; extra == 'testing'
  • pyqt5 ; extra == 'testing'
Website by the napari team, original design by CZI. Go to napari main website.