Metadata-Version: 2.4
Name: logisticpca
Version: 0.3.4
Summary: Logistic PCA: Dimensionality reduction for binary data via MM algorithm.
Home-page: https://github.com/azaidr/logisticpca
Author: Reda Abouzaid
Author-email: azaidr00@gmail.com
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Healthcare Industry
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Medical Science Apps.
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.20
Requires-Dist: scipy>=1.7
Requires-Dist: scikit-learn>=1.0
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license-file
Dynamic: requires-dist
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Dynamic: summary

# LogisticPCA

A Python implementation of Logistic PCA for dimensionality reduction of binary data.
Supports Logistic PCA and Probabilistic PCA.

## Installation
```bash
pip install logisticpca

