Metadata-Version: 2.4
Name: hyppo-hsi
Version: 0.1.0
Summary: HYPPO (Hyperspectral Processing) - A modular feature extractor for hyperspectral images
Author-email: Tomás Ponce Gessi <tomaspgessi@mi.unc.edu.ar>
License: BSD 3-Clause License
        
        Copyright (c) 2026, QuatroPe
        
        Redistribution and use in source and binary forms, with or without
        modification, are permitted provided that the following conditions are met:
        
        1. Redistributions of source code must retain the above copyright notice, this
           list of conditions and the following disclaimer.
        
        2. Redistributions in binary form must reproduce the above copyright notice,
           this list of conditions and the following disclaimer in the documentation
           and/or other materials provided with the distribution.
        
        3. Neither the name of the copyright holder nor the names of its
           contributors may be used to endorse or promote products derived from
           this software without specific prior written permission.
        
        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
        AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
        IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
        DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
        FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
        DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
        SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
        CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
        OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
        OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
        
Project-URL: Repository, https://github.com/quatrope/hyppo
Project-URL: Issues, https://github.com/quatrope/hyppo/issues
Keywords: hyperspectral,image-processing,feature-extraction,remote-sensing
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Topic :: Scientific/Engineering :: Image Processing
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: dask[distributed]>=2024.1
Requires-Dist: h5py>=3.10
Requires-Dist: numpy>=2.0
Requires-Dist: scipy>=1.13
Requires-Dist: networkx>=3.0
Requires-Dist: pyyaml>=6.0
Requires-Dist: attrs>=22.0
Requires-Dist: scikit-learn>=1.3
Requires-Dist: scikit-image>=0.22
Requires-Dist: PyWavelets>=1.5
Requires-Dist: pandas>=2.2
Requires-Dist: matplotlib>=3.7
Provides-Extra: dev
Requires-Dist: pytest>=7.0; extra == "dev"
Requires-Dist: pytest-cov>=4.0; extra == "dev"
Requires-Dist: flake8>=6.0; extra == "dev"
Requires-Dist: tox>=4.0; extra == "dev"
Requires-Dist: radon>=5.1; extra == "dev"
Requires-Dist: xenon>=0.9; extra == "dev"
Dynamic: license-file

# hyppo-hsi

**Modular feature extractor for hyperspectral images**

[![QuatroPe](https://img.shields.io/badge/QuatroPe-Applications-1c5896)](https://quatrope.github.io/)
[![PyPI](https://img.shields.io/pypi/v/hyppo-hsi)](https://pypi.org/project/hyppo-hsi/)
[![License](https://img.shields.io/pypi/l/hyppo-hsi?color=blue)](https://www.tldrlegal.com/l/bsd3)
[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://pypi.org/project/hyppo-hsi/)

**HYPPO** is a modular feature extraction library for hyperspectral images (HSI). It provides a uniform, configurable interface for computing spectral and spatial features used in hyperspectral image classification.

## Features

- 17 feature extractors (spectral indices, dimensionality reduction, texture, morphological, wavelet, moment-based)
- Automatic dependency resolution between extractors via DAG
- Multiple execution backends: sequential, Dask threads/processes, multiprocessing with shared memory
- HDF5 I/O for HSI loading and feature saving
- YAML/JSON configuration for reproducible pipelines
- Python 3.11–3.14 support

## Installation

```bash
pip install hyppo-hsi
```

## Code Repository & Issues

<https://github.com/quatrope/hyppo>

## License

HYPPO is under the [BSD 3-Clause License](https://raw.githubusercontent.com/quatrope/hyppo/master/LICENSE).

Copyright (c) 2026, QuatroPe.
