Backlog ideas

This is a loosely maintained list of possibly upcoming or useful, but missing, features.

• Quick model template functions (e.g. splines, GPs)

• Support indicator models in plotting

• Fixed ordering for GP related basis functions.

• Hyperpriors for model parameters – Start from diagonal precisions. Instead of

  (μ, Λ) pairs, the arguments could be just BayesPy node.

• Support non-linear GAM models, fitting with autograd.

• Multi-dimensional observations.

• Dynamically changing models.