batch shape and event shape

Required reading

• Reasoning about Shapes and Probability Distributions
  • The amazing blog post by Eric J. Ma, cleared up so much confusion
• Understanding TensorFlow Distributions Shapes

More resources

Shape-semantics

Shapes in distribution

Tensor shapes in Pyro

PyTorch layer dimensions: what size and why?