Greg Ver Steeg (@gregversteeg)
github

gregversteeg

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  • Stars
    star
    1,683
  • Global Rank 18,379 (Top 0.7 %)
  • Followers 218
  • Following 9
  • Registered over 10 years ago
  • Most used languages
    Python
         91.7 %
    PHP
         8.3 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 6,003
  • Country Ranking
    Python
         907

Top repositories

1

corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
Python
626
star
2

NPEET

Non-parametric Entropy Estimation Toolbox
Python
371
star
3

CorEx

CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.
Python
303
star
4

bio_corex

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
Python
138
star
5

gaussianize

Transforms univariate data into normally distributed data
Python
73
star
6

LinearCorex

Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data
Python
42
star
7

discrete_sieve

The information sieve for discrete variables.
Python
36
star
8

esh_dynamics

Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Python
36
star
9

InfoDiffusionSimple

Information-theoretic diffusion, simplified code example.
Python
30
star
10

LinearSieve

The Linear Information Sieve
Python
16
star
11

CorExplorer

Automated gene expression analysis using CorEx
PHP
3
star
12

py_bigquic

A Python front-end for the large-scale graphical LASSO optimizer BigQUIC (written in R).
Python
2
star