Module: tfp

Tools for probabilistic reasoning in TensorFlow.

Modules

bijectors module: Bijector Ops.

distributions module: Statistical distributions and bijective transformations.

edward2 module: Edward2 probabilistic programming language.

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: Monte Carlo integration and helpers.

optimizer module: TensorFlow Probability Optimizer python package.

positive_semidefinite_kernels module: Positive-semidefinite kernels package.

sts module: Framework for Bayesian structural time series models.

trainable_distributions module: Trainable distributions.

util module: TensorFlow Probability python utilities.

vi module: Methods and objectives for variational inference.

Other Members

__version__