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Simulation Code for Fast mixing of Metropolized Hamiltonian Monte Carlo:

Supporting simulation code for the paper "Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients" https://arxiv.org/abs/1905.12247 by Raaz Dwivedi, Yuansi Chen, Martin J. Wainwright, Bin Yu

Use Guide

  • The algorithm implementations are contained in 'mcmc.py'.
  • The simulations are in two files starting with "mcmc_gaussian"

License and Citation

Code is released under MIT License. Please cite the paper if the code helps your research:

@article{chen2019fast,
  title={Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients},
  author={Chen, Yuansi and Dwivedi, Raaz and Wainwright, Martin J and Yu, Bin},
  journal={arXiv preprint arXiv:1905.12247},
  year={2019}
}

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supporting simulation code for the paper "Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients"

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