Method __init__

numpy_ml/neural_nets/layers/layers.py:28–39

An abstract base class inherited by all neural network layers

(self, optimizer=None)

class LayerBase(ABC):
    def __init__(self, optimizer=None):
        """An abstract base class inherited by all neural network layers"""
        self.X = []
        self.act_fn = None
        self.trainable = True
        self.optimizer = OptimizerInitializer(optimizer)()

        self.gradients = {}
        self.parameters = {}
        self.derived_variables = {}

        super().__init__()

    @abstractmethod
    def _init_params(self, **kwargs):