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Rephrase description of "slab_shape_nu" in SBR for clarity
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Co-authored-by: Jacob Stevens-Haas <37048747+Jacob-Stevens-Haas@users.noreply.github.com>
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mikkelbue and Jacob-Stevens-Haas committed Feb 12, 2024
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8 changes: 4 additions & 4 deletions pysindy/optimizers/sbr.py
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Expand Up @@ -53,10 +53,10 @@ class SBR(BaseOptimizer):
value increases the sparsity of the SINDy coefficients.
slab_shape_nu : float, optional (default 4)
Controls spread of slab. For values less than 4,
the kurtosis of of nonzero coefficients is undefined. As the value
increases past 4, for higher values, the variance and kurtosis approach
:math:`s` and :math:`s^2`, respectively
Along with ``slab_shape_s``, controls tails of nonzero coefficients.
Specifically, degrees of freedom for Student's-T-shaped slab.
Higher values decrease excess kurtosis to zero, lower values >= 4
increase kurtosis to infinity.
slab_shape_s : float, optional (default 2)
Controls spread of slab. Higher values lead to more spread
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