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1. InfoDiffusionSimple InfoDiffusionSimple Public

   Information-theoretic diffusion, simplified code example.

   Python 31

2. esh_dynamics esh_dynamics Public

   Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling

   Python 36 1

3. NPEET NPEET Public

   Non-parametric Entropy Estimation Toolbox

   Python 377 89

4. corex_topic corex_topic Public

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

   Python 627 120

5. LinearCorex LinearCorex Public

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

   Python 42 13

6. CorEx CorEx Public

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 This reference implementation has been superseded by other versions below.

   Python 303 54