TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow.
Low-level building blocks
- Distributions
- Bijectors
High(er)-level constructs
- Markov chain Monte Carlo
- Probabilistic Layers
- Structural Time Series
- Generalized Linear Models
- Edward2
- Optimizers
The code example are modified from below source to confirm my understanding. Jupyter notebook examples