Getting started with TensorFlow Probability
TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow.
As part of the TensorFlow ecosystem, TensorFlow Probability provides integration of probabilistic methods with deep networks, gradient-based inference via automatic differentiation, and scalability to large datasets and models through hardware acceleration (for example, GPUs) and distributed computation.
TensorFlow Probability is an optional conda package and can be installed with
tensorflow
or tensorflow-gpu
.
To install with TensorFlow built for GPU support:
conda install tensorflow-gpu tensorflow-probability
To install with TensorFlow built for CPU support:
conda install tensorflow-probability
For more information about TensorFlow Probability, see https://github.com/tensorflow/probability/blob/r0.7/README.md