gwinferno.distributions#

a module for basic distribution pdf calculations with jax

Functions

`betadist`	betadist pdf of Beta distribution evaluated at xx with optional max value of scale:
`log_logistic_unit`	log_logistic_unit soft truncate a distribution with the log logistic unit
`logistic_function`	Logistic function or logistic curve
`logistic_unit`	logistic_unit soft truncate a distribution with the logistic unit
`powerlaw_logit_pdf`	powerlaw_logit_pdf pdf of high mass soft truncation powerlaw:
`powerlaw_pdf`	powerlaw_pdf pdf of sharp truncated powerlaw:
`smooth`
`truncnorm_pdf`	$$ p(x) propto mathcal{N}(x \| mu, sigma)Theta(x-x_mathrm{min})Theta(x_mathrm{max}-x) $$