Module: tfp

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Tools for probabilistic reasoning in TensorFlow.

Modules

bijectors module: Bijective transformations.

debugging module: TensorFlow Probability debugging package.

distributions module: Statistical distributions.

experimental module: TensorFlow Probability API-unstable package.

glm module: TensorFlow Probability GLM python package.

layers module: Probabilistic Layers.

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.

substrates module: TensorFlow Probability alternative substrates.

util module: TensorFlow Probability python utilities.

vi module: Methods and objectives for variational inference.