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corex_topic
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorExNPEET
Non-parametric Entropy Estimation ToolboxCorEx
CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.bio_corex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 visualizationsgaussianize
Transforms univariate data into normally distributed dataLinearCorex
Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional datadiscrete_sieve
The information sieve for discrete variables.InfoDiffusionSimple
Information-theoretic diffusion, simplified code example.LinearSieve
The Linear Information SieveCorExplorer
Automated gene expression analysis using CorExpy_bigquic
A Python front-end for the large-scale graphical LASSO optimizer BigQUIC (written in R).Love Open Source and this site? Check out how you can help us