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juanitorduz merged 2 commits into from
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docs: document NUTS regularize_mass_matrix #2214

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docs: document NUTS regularize_mass_matrix
ahfoysal Jul 7, 2026
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docs: move regularize_mass_matrix docs to match signature order
ahfoysal Jul 7, 2026
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3 changes: 3 additions & 0 deletions numpyro/infer/hmc.py
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Expand Up @@ -908,6 +908,9 @@ class NUTS(HMC):
only supports forward-mode differentiation. See
`JAX's The Autodiff Cookbook <https://jax.readthedocs.io/en/latest/notebooks/autodiff_cookbook.html>`_
for more information.
:param bool regularize_mass_matrix: whether or not to regularize the estimated mass
matrix for numerical stability during warmup phase. Defaults to True. This flag
does not take effect if ``adapt_mass_matrix == False``.
"""

def __init__(
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