https://github.com/google/jax
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Tip revision: e27af48510b57e5d9f1ae17f256bd67fa9db7941 authored by jax authors on 06 October 2023, 20:21:49 UTC
Merge pull request #17989 from skye:version
Tip revision: e27af48
jax.scipy.rst
``jax.scipy`` module
====================

jax.scipy.fft
-------------

.. automodule:: jax.scipy.fft

.. autosummary::
  :toctree: _autosummary

   dct
   dctn
   idct
   idctn

jax.scipy.integrate
-------------------

.. automodule:: jax.scipy.integrate

.. autosummary::
  :toctree: _autosummary

   trapezoid

jax.scipy.linalg
----------------

.. automodule:: jax.scipy.linalg

.. autosummary::
  :toctree: _autosummary

   block_diag
   cho_factor
   cho_solve
   cholesky
   det
   eigh
   eigh_tridiagonal
   expm
   expm_frechet
   funm
   hessenberg
   inv
   lu
   lu_factor
   lu_solve
   polar
   qr
   rsf2csf
   schur
   sqrtm
   solve
   solve_triangular
   sqrtm
   svd
   toeplitz
   tril
   triu

jax.scipy.ndimage
-----------------

.. automodule:: jax.scipy.ndimage

.. autosummary::
  :toctree: _autosummary

   map_coordinates

jax.scipy.optimize
------------------

.. automodule:: jax.scipy.optimize

.. autosummary::
  :toctree: _autosummary

   minimize
   OptimizeResults

jax.scipy.signal
----------------

.. automodule:: jax.scipy.signal

.. autosummary::
  :toctree: _autosummary

   fftconvolve
   convolve
   convolve2d
   correlate
   correlate2d
   csd
   istft
   stft
   welch

jax.scipy.spatial.transform
---------------------------

.. automodule:: jax.scipy.spatial.transform

.. autosummary::
  :toctree: _autosummary

   Rotation
   Slerp

jax.scipy.sparse.linalg
-----------------------

.. automodule:: jax.scipy.sparse.linalg

.. autosummary::
  :toctree: _autosummary

   bicgstab
   cg
   gmres

jax.scipy.special
-----------------

.. automodule:: jax.scipy.special

.. autosummary::
  :toctree: _autosummary

   bernoulli
   betainc
   betaln
   digamma
   entr
   erf
   erfc
   erfinv
   exp1
   expi
   expit
   expn
   gamma
   gammainc
   gammaincc
   gammaln
   i0
   i0e
   i1
   i1e
   log_ndtr
   logit
   logsumexp
   lpmn
   lpmn_values
   multigammaln
   ndtr
   ndtri
   polygamma
   spence
   sph_harm
   xlog1py
   xlogy
   zeta
   kl_div
   rel_entr


jax.scipy.stats
---------------

.. automodule:: jax.scipy.stats

.. autosummary::
  :toctree: _autosummary

   mode
   rankdata

jax.scipy.stats.bernoulli
~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.bernoulli

.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf
   cdf
   ppf

jax.scipy.stats.beta
~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.beta

.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf
   cdf
   logcdf
   sf
   logsf

jax.scipy.stats.betabinom
~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.betabinom

.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf

jax.scipy.stats.binom
~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.binom

.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf

jax.scipy.stats.cauchy
~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.cauchy

.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf
   cdf
   logcdf
   sf
   logsf
   isf
   ppf

jax.scipy.stats.chi2
~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.chi2

.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf
   cdf
   logcdf
   sf
   logsf


jax.scipy.stats.dirichlet
~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.dirichlet

.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf

jax.scipy.stats.expon
~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.expon
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf

jax.scipy.stats.gamma
~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.gamma
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf
   cdf
   logcdf
   sf
   logsf

jax.scipy.stats.gennorm
~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.gennorm
.. autosummary::
  :toctree: _autosummary

   cdf
   logpdf
   pdf

jax.scipy.stats.geom
~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.geom

.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf

jax.scipy.stats.laplace
~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.laplace
.. autosummary::
  :toctree: _autosummary

   cdf
   logpdf
   pdf

jax.scipy.stats.logistic
~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.logistic
.. autosummary::
  :toctree: _autosummary

   cdf
   isf
   logpdf
   pdf
   ppf
   sf

jax.scipy.stats.multinomial
~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.multinomial
.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf

jax.scipy.stats.multivariate_normal
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.multivariate_normal
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf

jax.scipy.stats.nbinom
~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.nbinom

.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf

jax.scipy.stats.norm
~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.norm
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf
   cdf
   logcdf
   ppf
   sf
   logsf
   isf

jax.scipy.stats.pareto
~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.pareto
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf

jax.scipy.stats.poisson
~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.poisson
.. autosummary::
  :toctree: _autosummary

   logpmf
   pmf

jax.scipy.stats.t
~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.t
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf

jax.scipy.stats.truncnorm
~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.truncnorm
.. autosummary::
  :toctree: _autosummary

   cdf
   logcdf
   logpdf
   logsf
   pdf
   sf

jax.scipy.stats.uniform
~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.uniform
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf

jax.scipy.stats.gaussian_kde
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. currentmodule:: jax.scipy.stats
.. autosummary::
  :toctree: _autosummary

   gaussian_kde
   gaussian_kde.evaluate
   gaussian_kde.integrate_gaussian
   gaussian_kde.integrate_box_1d
   gaussian_kde.integrate_kde
   gaussian_kde.resample
   gaussian_kde.pdf
   gaussian_kde.logpdf

jax.scipy.stats.vonmises
~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: jax.scipy.stats.vonmises
.. autosummary::
  :toctree: _autosummary

   logpdf
   pdf
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