https://github.com/comic/evalutils

evalutils helps users create extensions for grand-challenge.org
https://github.com/comic/evalutils

docker machine-learning pandas python36 scikit-learn simpleitk

Last synced: 9 days ago
JSON representation

evalutils helps users create extensions for grand-challenge.org

• Host: GitHub
• URL: https://github.com/comic/evalutils
• Owner: comic
• License: mit
• Created: 2018-03-22T14:02:29.000Z (about 7 years ago)
• Default Branch: main
• Last Pushed: 2025-04-10T15:29:30.000Z (about 1 month ago)
• Last Synced: 2025-04-13T08:19:46.840Z (about 1 month ago)
• Topics: docker, machine-learning, pandas, python36, scikit-learn, simpleitk
• Language: Python
• Homepage: https://grand-challenge.org
• Size: 1.41 MB
• Stars: 23
• Watchers: 4
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: HISTORY.md
  • Contributing: docs/contributing.rst
  • License: LICENSE

Awesome Lists containing this project

README

        
# evalutils

[![Build Status](https://github.com/comic/evalutils/workflows/CI/badge.svg?branch=main)](https://github.com/comic/evalutils/actions?query=workflow%3ACI+branch%3Amain)

[![PyPI version](https://badge.fury.io/py/evalutils.svg)](https://badge.fury.io/py/evalutils)

[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/evalutils)](https://pypi.org/project/evalutils/)

[![Documentation Status](https://img.shields.io/badge/docs-passing-4a4c4c1.svg)](https://comic.github.io/evalutils/)

[![Code style](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/ambv/black)

evalutils contains useful functions for evaluating machine learning models in the context of medical imaging.

  - Free software: MIT license

  - Documentation: .

## Features

  - Bounding box annotations with Jaccard Index calculations

  - Calculations of bootstrapped ROC curves

  - Scoring for detection tasks

  - Efficient calculation of confusion matrices, jaccard scores, dice scores, hausdorff distances,

    absolute volume differences, and relative volume differences

## Getting Started

[evalutils](https://github.com/comic/evalutils) requires Python 3.9 or above, and can be installed from `pip`.

Please see the [Getting Started](https://comic.github.io/evalutils/usage.html) documentation for more details.