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Module for probabilistic programming features.
Modules
transformations module: Module for probabilistic programming transformations.
Functions
conditional(...): Conditions a probabilistic program on random variables.
graph_replace(...): Transforms a program to one with new inputs and outputs.
intervene(...): Transforms a program into one where provided random variables are fixed.
joint_log_prob(...): Returns a function that computes the log probability of all of a program's random variables.
joint_sample(...): Returns a program that outputs a dictionary of latent random variable samples.
log_prob(...): Returns a function that computes the log probability of a sample.
random_variable(...): A single-dispatch function used to tag values and the outputs of programs.
Type Aliases
LogProbFunction: The central part of internal API.
Program: The central part of internal API.