Vpf ddlmZddlmZddlmZddlmZm Z dde de de d efd Z dde de de d efd Z dde de de d efd Z d S))lax)_const)promote_args_inexact)Array ArrayLikexlocscalereturnc Ztd|||\}}}t|d}tjtjtj|||}tjtj|tjtj ||S)a Laplace log probability distribution function. JAX implementation of :obj:`scipy.stats.laplace` ``logpdf``. The Laplace probability distribution function is given by .. math:: f(x) = \frac{1}{2} e^{-|x|} Args: x: arraylike, value at which to evaluate the PDF loc: arraylike, distribution offset parameter scale: arraylike, distribution scale parameter Returns: array of logpdf values. See Also: - :func:`jax.scipy.stats.laplace.cdf` - :func:`jax.scipy.stats.laplace.pdf` zlaplace.logpdf) r _lax_constrdivabssubnegaddlogmul)r r r two linear_terms \/var/www/html/nettyfy-visnx/env/lib/python3.11/site-packages/jax/_src/scipy/stats/laplace.pylogpdfrs.''7CGG-!S%1a#300%88+ cgcgc5.A.A&B&BCC D DDcHtjt|||S)aLaplace probability distribution function. JAX implementation of :obj:`scipy.stats.laplace` ``pdf``. The Laplace probability distribution function is given by .. math:: f(x) = \frac{1}{2} e^{-|x|} Args: x: arraylike, value at which to evaluate the PDF loc: arraylike, distribution offset parameter scale: arraylike, distribution scale parameter Returns: array of pdf values. See Also: - :func:`jax.scipy.stats.laplace.cdf` - :func:`jax.scipy.stats.laplace.logpdf` )rexpr)r r r s rpdfr2s . 3&& ' ''rctd|||\}}}t|d}t|d}t|d}tjtj|||}tjtj||tj|tj|tj|tj|tjtj |S)a`Laplace cumulative distribution function. JAX implementation of :obj:`scipy.stats.laplace` ``cdf``. The cdf is defined as .. math:: f_{cdf}(x, k) = \int_{-\infty}^x f_{pdf}(y, k)\mathrm{d}y where :math:`f_{pdf}` is the probability density function, :func:`jax.scipy.stats.laplace.pdf`. Args: x: arraylike, value at which to evaluate the CDF loc: arraylike, distribution offset parameter scale: arraylike, distribution scale parameter Returns: array of cdf values. See Also: - :func:`jax.scipy.stats.laplace.pdf` - :func:`jax.scipy.stats.laplace.logpdf` z laplace.cdfg?rr) rrrrrselectlerrr)r r r halfonezerodiffs rcdfr&Ls4'}aeDD-!S% As  $1a# Aq  $ C% ( ($ CF4&&GD#'$--00GCswswt}}/E/E!F!FGG I IIrN)rr) jaxrjax._src.lax.laxrrjax._src.numpy.utilrjax._src.typingrrrrr&rrr,s111111444444,,,,,,,,EEiEiEIEeEEEE:((9(9((5((((4!I!I9!I9!I!I5!I!I!I!I!I!Ir