Kevin Moon Research Lab

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10 repositories

SymmetryML
Public
Jupyter Notebook
•2•0•0•0•Updated Oct 30, 2024Oct 30, 2024
FIG
Public
Jupyter Notebook
•0•0•0•0•Updated Jun 27, 2024Jun 27, 2024
RF-PHATE
Public
Supervised visualization of high-dimensional data using random forests
random-forest data-visualization supervised-learning dimensionality-reduction manifold-learning machine-learning
0•3•0•0•Updated Jun 13, 2024Jun 13, 2024
PF-GAP
Public
Java
•1•0•0•0•Updated Jun 1, 2024Jun 1, 2024
GRAE
Public
Geometry Regularized Autoencoders (GRAE) for large-scale visualization and manifold learning
machine-learning deep-learning data-visualization autoencoder dimensionality-reduction unsupervised-learning manifold-learning
Jupyter Notebook
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GNU General Public License v3.0
•11•21•3•0•Updated Dec 15, 2023Dec 15, 2023
STAT-6685
Public
Starter code for STAT/CS 6685 at Utah State University (USU)
course deep-learning
Jupyter Notebook
•6•0•0•0•Updated Oct 3, 2023Oct 3, 2023
EnDive
Public
KDE-based ensemble divergence estimator
machine-learning ensemble-learning kernel-density-estimation divergence
MATLAB
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GNU General Public License v3.0
•0•1•0•0•Updated Jan 31, 2023Jan 31, 2023
RF-GAP
Public
Random Forest Geometry- and Accuracy-Preserving proximities
random-forest imputation outlier-detection proximity machine-learning
R
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GNU General Public License v3.0
•0•2•0•0•Updated Jun 13, 2022Jun 13, 2022
DIG
Public
Dynamical Information Geometry (DIG) for visualizing high-dimensional dynamical processes
data-visualization dimensionality-reduction dynamical-systems unsupervised-learning machine-learning
Jupyter Notebook
•0•1•0•0•Updated Jul 1, 2020Jul 1, 2020
PHATE
Public
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
machine-learning data-visualization dimensionality-reduction unsupervised-learning single-cell manifold-learning
0•0•0•0•Updated Dec 6, 2019Dec 6, 2019