[feature request] implement partial_fit

[stsievert]

When I came across this package, I was glad to see close integration with optimization algorithms.

I wish there was support for CDClassifier.partial_fit. This would allow the user to have more control. e.g., adaptively tune hyperparameters (my use case) or visualize the results as optimization proceeds.