weight_initializers

Weight initializers

Set of classes for weight inititalization.

Classes

HeWeightInitializer()

He initializer, initializes weights with small variance.

OnesWeightInitializer()

Initializes a Tensor with all ones.

RandomUniformWeightInitializer()

Initializes random uniform values between -1 and 1.

RandomWeightInitializer()

Initializes weights with random values.

WeightInitializer()

Base class that every weight inititualization.

XavierNormalWeightInitializer()

Uses Xavier uniform initialization, weights are normaly distributed.

XavierUniformWeightInitializer()

Uses Xavier weight initialization.

ZerosWeightInitializer()

Initializes a Tensor with all zeors.