dimension-reduction topic

List dimension-reduction repositories

hippyflow

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Dimension reduced surrogate construction for parametric PDE maps

Rdimtools

51
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10
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Dimension Reduction and Estimation Methods

ordr

25
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5
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25
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manage ordinations and render biplots in a tidyverse workflow

multivariate_analysis_examples

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Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Profe...

RandBLAS

61
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4
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A header-only C++ library for sketching in randomized linear algebra

candisc

15
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4
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Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis

latent-deeponet

43
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12
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Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."

hapod

15
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4
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HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition