Metadata-Version: 2.3
Name: mednet
Version: 1.0.2
Summary: Multi-task Library to Develop Computer-Aided Tools for Medical Data Analysis
Project-URL: documentation, https://mednet.readthedocs.io/en/v1.0.2/
Project-URL: homepage, https://pypi.org/project/mednet
Project-URL: repository, https://gitlab.idiap.ch/biosignal/software/mednet
Project-URL: changelog, https://gitlab.idiap.ch/biosignal/software/mednet/-/releases
Author-email: Geoffrey Raposo <geoffrey@raposo.ch>
Maintainer-email: Andre Anjos <andre.anjos@idiap.ch>, Daniel Carron <daniel.carron@idiap.ch>
License-Expression: GPL-3.0-or-later
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.10
Requires-Dist: clapper
Requires-Dist: click
Requires-Dist: credible
Requires-Dist: grad-cam>=1.5.0
Requires-Dist: h5py
Requires-Dist: lightning>=2.2.0
Requires-Dist: matplotlib
Requires-Dist: mlflow-skinny
Requires-Dist: numpy
Requires-Dist: pillow
Requires-Dist: psutil
Requires-Dist: python-gitlab
Requires-Dist: scikit-image
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: tabulate
Requires-Dist: tensorboard
Requires-Dist: torch
Requires-Dist: torchio
Requires-Dist: torchvision>=0.18.0
Requires-Dist: tqdm
Requires-Dist: versioningit
Provides-Extra: doc
Requires-Dist: auto-intersphinx; extra == 'doc'
Requires-Dist: furo>=2024.05.06; extra == 'doc'
Requires-Dist: sphinx; extra == 'doc'
Requires-Dist: sphinx-autodoc-typehints; extra == 'doc'
Requires-Dist: sphinx-click; extra == 'doc'
Requires-Dist: sphinx-copybutton; extra == 'doc'
Requires-Dist: sphinx-inline-tabs; extra == 'doc'
Requires-Dist: sphobjinv; extra == 'doc'
Provides-Extra: qa
Requires-Dist: pre-commit; extra == 'qa'
Provides-Extra: test
Requires-Dist: pytest; extra == 'test'
Requires-Dist: pytest-cov; extra == 'test'
Description-Content-Type: text/markdown

<!--
SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
SPDX-License-Identifier: GPL-3.0-or-later
-->

[![latest-docs](https://img.shields.io/badge/docs-v1.0.2-orange.svg)](https://mednet.readthedocs.io/en/v1.0.2/)
[![build](https://gitlab.idiap.ch/biosignal/software/mednet/badges/v1.0.2/pipeline.svg)](https://gitlab.idiap.ch/biosignal/software/mednet/commits/v1.0.2)
[![coverage](https://gitlab.idiap.ch/biosignal/software/mednet/badges/v1.0.2/coverage.svg)](https://www.idiap.ch/software/biosignal/docs/biosignal/software/mednet/v1.0.2/coverage/index.html)
[![repository](https://img.shields.io/badge/gitlab-project-0000c0.svg)](https://gitlab.idiap.ch/biosignal/software/mednet)

# Multi-task Library to Develop Computer-Aided Tools for Medical Data Analysis

Framework for development and analysis of deep neural network architectures
applied to medical data (images, 2D and 3D). This package can be readily used
on a number of public datasets.  It can be extended to add more datasets, and
models.

For installation and usage instructions, check-out our documentation.
