notice
This is unreleased documentation for Rasa Open Source Documentation Main/Unreleased version.
For the latest released documentation, see the latest version (3.x).
rasa.nlu.classifiers.mitie_intent_classifier
MitieIntentClassifier Objects
Intent classifier which uses the mitie
library.
required_components
Components that should be included in the pipeline before this component.
get_default_config
Returns default config (see parent class for full docstring).
__init__
Constructs a new intent classifier using the MITIE framework.
required_packages
Lists required dependencies (see parent class for full docstring).
train
Trains classifier.
Arguments:
training_data
- The NLU training data.model
- The loaded mitie model provided byMitieNLP
.
Returns:
The resource locator for the trained classifier.
process
Make intent predictions using mitie
.
Arguments:
messages
- The message which the intents should be predicted for.model
- The loaded mitie model provided byMitieNLP
.
create
Creates component for training see parent class for full docstring).
load
Loads component for inference see parent class for full docstring).