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Hamiltonian Markov Chain (HMC) code for generating multivariate truncated Gaussian random variables with general covariance matrix and linear inequality constraints.

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HMC Truncated Multivariate Gaussian

Hamiltonian Markov Chain (HMC) code for generating multivariate truncated Gaussian random variables with general covariance matrix and linear inequality constraints. Current version is a Cython-based version. Pure Python version available in directory python/. Based on Matlab code by Ari Pakman.

References:

  1. Ari Pakman and Liam Paninski, "Exact Hamiltonian Monte Carlo for Truncated Multivariate Gaussians", link.

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Hamiltonian Markov Chain (HMC) code for generating multivariate truncated Gaussian random variables with general covariance matrix and linear inequality constraints.

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