What is abstract base class model in hebel

This recipe explains what is abstract base class model in hebel

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Recipe Objective - Abstract base class model in Hebel?

class hebel.models.Model

"hebel.models.model" is the abstract base class for the Hebel model.

 

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Functions:-

1. evaluate(input_data, targets, return_cache=False, prediction=True) - Evaluate the loss function without computing gradients.

2. feed_forward(input_data, return_cache=False, prediction=True) - Get predictions from the model.

3. test_error(input_data, targets, average=True, cache=None) - Evaulate performance on a test set.

4. training_pass(input_data, targets) - Perform a full forward and backward pass through the model.

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