Source code for asreview.models.utils

# Copyright 2019 The ASReview Authors. All Rights Reserved.
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from asreview.utils import model_class_from_entry_point


[docs]def get_model_class(method): """Get class of model from string. Arguments --------- method: str Name of the model, e.g. 'svm', 'nb' or 'lstm-pool'. Returns ------- BaseModel: Class corresponding to the method. """ return model_class_from_entry_point(method, "asreview.models")
[docs]def get_model(method, *args, random_state=None, **kwargs): """Get an instance of a model from a string. Arguments --------- method: str Name of the model. *args: Arguments for the model. **kwargs: Keyword arguments for the model. """ model_class = get_model_class(method) try: return model_class(*args, random_state=random_state, **kwargs) except TypeError: return model_class(*args, **kwargs)