https://github.com/hyperspy/hyperspy-ml-algorithms

Standalone sklearn-like ML algorithms extracted from HyperSpy — SVD/PCA, MLPCA, RPCA, ORNMF, IncrementalSVD, Orthomax, Whitening
https://github.com/hyperspy/hyperspy-ml-algorithms

Last synced: 5 days ago
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Standalone sklearn-like ML algorithms extracted from HyperSpy — SVD/PCA, MLPCA, RPCA, ORNMF, IncrementalSVD, Orthomax, Whitening

• Host: GitHub
• URL: https://github.com/hyperspy/hyperspy-ml-algorithms
• Owner: hyperspy
• License: other
• Created: 2026-06-24T13:15:55.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2026-06-24T15:13:18.000Z (about 1 month ago)
• Last Synced: 2026-06-24T15:14:15.670Z (about 1 month ago)
• Language: Python
• Size: 138 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# hyperspy-ml-algorithms

Standalone sklearn-like ML algorithms extracted from [HyperSpy](https://hyperspy.org).

[![Tests status](https://github.com/hyperspy/hyperspy-ml-algorithms/actions/workflows/tests.yml/badge.svg)](https://github.com/hyperspy/hyperspy-ml-algorithms/actions/workflows/tests.yml)

[![Documentation status](https://readthedocs.org/projects/hyperspy-ml-algorithms/badge/?version=latest)](https://hyperspy-ml-algorithms.readthedocs.io)

[![codecov](https://codecov.io/gh/hyperspy/hyperspy-ml-algorithms/graph/badge.svg)](https://codecov.io/gh/hyperspy/hyperspy-ml-algorithms)

[![pre-commit.ci status](https://results.pre-commit.ci/badge/github/hyperspy/hyperspy-ml-algorithms/main.svg)](https://results.pre-commit.ci/latest/github/hyperspy/hyperspy-ml-algorithms/main)

[![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)

## Installation

```bash

pip install hyperspy-ml-algorithms

```

## Development

```bash

git clone https://github.com/hyperspy/hyperspy-ml-algorithms.git

cd hyperspy-ml-algorithms

pip install -e ".[dev,sklearn]"

```

## License

GNU General Public License v3.0 or later.