TensorFlow Probability

TensorFlow Probability (TFP) is a Python library built on TensorFlow that facilitates probabilistic reasoning and statistical analysis. It seamlessly integrates probabilistic models with deep learning on modern hardware (TPUs, GPUs) by providing a wide selection of probability distributions, bijectors, probabilistic layers, variational inference, Markov chain Monte Carlo, and optimizers. Currently at version 0.25.0, TFP follows a regular release cadence, typically aligning with TensorFlow releases.