Eric Meissner

The class structure is well documented but the details of how it all goes down is less so. Such topics as: * apply transformations to variable parameters at the beginning...

Make some document that talks about saving and loading a model with examples.

Right now it's a bit annoying to have a separate initialization function from the run function, and unclear to users what the difference is and why data needs to be...

Something like: ```python m = Model() m.v = Normal.define_variable(mean=0, variance=1) m.v.set_transformation(PositiveTransformation()) ```

When a constant primitive scalar is passed in as a value to a Variable, we don't handle it well during inference. There is a bug in get_num_samples that attempts to...

From @palindromik " When an MXFusion Variable is created using MXNet ndarray or Numpy array, shape passed is not validated, resulting in incorrect shape being assigned to the Variable object....