Repositories list

• unsupervised-workflow-astro

  Public
  This repository contains all code necessary to reproduce the unsupervised workflow case study from: Andersen Chang*, Tiffany M. Tang*, Tarek M. Zikry*, and Genevera I. Allen. "Unsupervised Machine Learning for Scientific Discovery: Workflow and Best Practices". (2025+)

  R

  •

  MIT License

  •0•0•0•0•Updated Jun 4, 2025Jun 4, 2025

• JISSTPCA

  Public
  0•0•0•0•Updated Jan 22, 2025Jan 22, 2025

• SubbotinGM

  Public
  R

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated Jun 11, 2024Jun 11, 2024

• LowRankGraphQuilting

  Public
  MATLAB

  •0•0•0•0•Updated May 3, 2024May 3, 2024

• SupervisedConvexClustering

  Public
  Supervised Convex Clustering

  MATLAB

  •0•1•0•0•Updated Oct 31, 2023Oct 31, 2023

• LOCOMP

  Public
  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Sep 30, 2023Sep 30, 2023

• IML_reliability

  Public
  Jupyter Notebook

  •

  MIT License

  •0•1•0•0•Updated Jun 12, 2023Jun 12, 2023

• iml_reliability_dash

  Public
  Python

  •0•0•0•0•Updated May 18, 2023May 18, 2023

• IMPACC

  Public
  IMPACC R package

  R

  •0•6•4•0•Updated Apr 20, 2023Apr 20, 2023

• LOCOMP_paper

  Public
  Python

  •0•0•0•0•Updated Jan 24, 2023Jan 24, 2023

• IMPACC_paper

  Public
  R

  •0•0•0•0•Updated Apr 25, 2022Apr 25, 2022

• minipatch-learning

  Public
  Python

  •

  MIT License

  •1•4•0•0•Updated Mar 27, 2022Mar 27, 2022

• iGecco

  Public
  Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data

  MATLAB

  •1•5•2•0•Updated Sep 24, 2021Sep 24, 2021

• ExclusiveLasso

  Public
  Generalized Linear Models with the Exclusive Lasso Penalty

  statisticssparsitystatistical-learning+ 6high-dimensional-datalassoregularizationgeneralized-linear-modelsstructured-sparsityexclusive-lasso

  R

  •2•5•11•1•Updated Aug 20, 2021Aug 20, 2021

• iPCA

  Public
  Integrated Principal Components Analysis

  R

  •2•6•0•0•Updated Apr 3, 2021Apr 3, 2021

• rho-PCA

  Public
  Code for rho-PCA and rho-PLS algorithms

  MATLAB

  •

  MIT License

  •0•0•0•0•Updated Nov 27, 2020Nov 27, 2020

• clustRviz

  Public
  Compute Convex (Bi)Clustering Solutions via Algorithmic Regularization

  rstatisticsclustering+ 4rstatsregularizationalgorithmic-regularizationconvex-clustering

  R

  •

  GNU General Public License v3.0

  •14•20•26•5•Updated Oct 8, 2020Oct 8, 2020

• MoMA

  Public
  MoMA: Modern Multivariate Analysis in R

  rstatisticssparsity+ 12statistical-learningrstatsregularizationr-packagesvdprincipal-component-analysismultivariate-analysis+ 5

  R

  •

  GNU General Public License v2.0

  •4•23•35•0•Updated Aug 26, 2019Aug 26, 2019