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6 search results found

Corex_topic ⭐ 441

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

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 This reference implementation has been superseded by other versions below.

Bio_corex ⭐ 116

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

Linearcorex ⭐ 43

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

Unsupervisedattentionmechanism ⭐ 19

Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

Implementation of linear CorEx and temporal CorEx.

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1-6 of 6 search results

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