Probability#

logp(rv, value[, warn_rvs])

Create a graph for the log-probability of a random variable.

logcdf(rv, value[, warn_rvs])

Create a graph for the log-CDF of a random variable.

icdf(rv, value[, warn_rvs])

Create a graph for the inverse CDF of a random variable.

Conditional probability#

conditional_logp(rv_values[, warn_rvs, ...])

Create a map between variables and conditional log-probabilities such that the sum is their joint log-probability.

transformed_conditional_logp(rvs, *, ...[, ...])

Thin wrapper around conditional_logprob, which creates a value transform rewrite.