6 open source projects by gregversteeg

Non-parametric Entropy Estimation Toolbox

✭ 199

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

✭ 112

python machine-learning unsupervised-learning

3. Gaussianize

Transforms univariate data into normally distributed data

✭ 61

python

4. Corex topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

✭ 439

python machine-learning unsupervised-learning topic-modeling

5. Corex

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 This reference implementation has been superseded by other versions below.

✭ 266

python machine-learning unsupervised-learning

6. LinearCorex

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

✭ 39

python machine-learning clustering information-theory unsupervised-learning factor-analysis covariance-matrix

1-6 of 6 user projects