Module: tfp.substrates.numpy

TFP for Numpy.

Modules

bijectors module: Bijective transformations.

distributions module: Statistical distributions.

glm module: TensorFlow Probability GLM python package.

math module: TensorFlow Probability math functions.

mcmc module: TensorFlow Probability MCMC python package.

monte_carlo module: Support for Monte Carlo expectations.

optimizer module: TensorFlow Probability Optimizer python package.

random module: TensorFlow Probability random samplers/utilities.

stats module: Statistical functions.

sts module: Framework for Bayesian structural time series models.

util module: TensorFlow Probability python utilities.

vi module: Methods and objectives for variational inference.

version '0.23.0'