Feras Saad

What should logpdf of an observed cell return (ie given a rowid which was already incorporated)?

5

Consider the following annotated session with a hypothetical lightweight cgpm language: ``` # Creates a normal gpm with NIG prior, 1 output variable named 'x' and no inputs. >> gpm...

Currently, an error is thrown if the user tries to invoked `State.transition_lovecat` with non-normal/categorical columns. https://github.com/probcomp/cgpm/blob/master/src/crosscat/state.py#L492-L495 The difficulty is that lovecat requires `X_L` to have entries for the column hyperparameters....

Convert all use of distargs in cgpms to **kwargs

1

No reason to have a custom dictionary if python has a default way to pass in keyword arguments.

Enable column transitions with a conditional model

2

Currently disabled, need to ensure the following cases Invariants to maintain - Conditional models are never initialized into singletons. - Conditional models are not proposed to move into singletons in...

Implement column and row dependency constraints.

3

More generally, implementation of MML. Task blocked on #38

Should be indexed by `(rowid, col)`. Will make unincorporate possible at the State level, which is currently disabled after #18 where the rowids are carried by all the GPMs and...