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Author:
Ian MORILLA
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.
Latest version:
1.3.1
Required dependencies:
giotto-tda
|
numpy
|
scikit-learn
|
scipy
|
torch
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