Metadata-Version: 2.4
Name: TAELCORE
Version: 1.3.1
Summary: TAELCORE 3 (Topological AutoEncoder with Best Linear Combination for Optimal Reduction of Dimension) is a novel dimensionality reduction technique designed specifically for high-dimensional datasets. By combining topological autoencoding with an optimized linear combination approach, TAELCORE 3 achieves efficient, accurate, and structure-preserving reduction, making it especially suitable for complex, large-scale databases.
Home-page: https://github.com/MorillaLab/Taelcore
Author: Ian MORILLA
Author-email: ian.morilla@math.univ-paris13.fr
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Requires-Dist: numpy>=1.21.0
Requires-Dist: scipy>=1.7.0
Requires-Dist: scikit-learn>=1.0.0
Requires-Dist: giotto-tda>=0.6.0
Requires-Dist: torch>=1.12.0
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