Clears the state of the datum.
Clears the state of the model.
Creates a new datum for processing with the given model.
Creates a new model from the given model parameters.
Collects ModelStates into a new summary model state.
Does one iteration of learning on the given data, updating ModelState and each Datum's DatumState as appropriate.
Gets the state of the datum.
Get model parameters used to construct a model like the given.
Gets the state of the model.
Loads a model of this type from the given path.
Saves a model of this type to the given path.
Function that returns the id and the per-document labels, as well as the per-co-indexed-label's probability.
Sets the state of the document.
Uses the given model state.