Initialize Method

Functions

initialize(self, learning_rate)

Initialize the optimizer with a learning rate.

Parameters:

Name	Type	Description	Default
learning_rate	float	The learning rate to use for parameter updates.	required

Example

optimizer = SGD()
optimizer.initialize(0.01)

Source code in microkeras/optimizers/initialize.py

def initialize(self, learning_rate):
    """
    Initialize the optimizer with a learning rate.

    Args:
        learning_rate (float): The learning rate to use for parameter updates.

    Example:
        ```python
        optimizer = SGD()
        optimizer.initialize(0.01)
        ```
    """
    self.learning_rate = learning_rate