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README.md
evaluate_models.py
multinomial_class.py
multinomial_class_orig.py

README.md

Multinomial Classification

The evaluate_models.py file has code that will train the One-vs-All, All-vs-All, and Hierarchical models.

The multinomial_class.py contains the class code for the All-vs-All, and Hierarchical models. The multinomial_class_orig.py contains similar class code for the All-vs-All, and Hierarchical models. The only difference between the two are that "..._orig.py" freezes every layer except the output layer, while "multinomial_class.py" trains the entire model.

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