Implement online fitting for clustering topic models

[x-tabdeveloping]

Clustering models could technically be used with online fitting.
In order to do this, we would have to check whether both the dimensionality reduction and clustering steps have a partial_fit() method,
and if so, make users be able to call partial_fit() on the topic model as well.