hopfield

class hopfield4py.Hopfield(N: int)

load(data: tensorflow.python.framework.ops.Tensor) → None

Train number od memories. The number of memories is automatically inferred from data.shape[0]

Parameters

data – tensor of shape (,Nspins) with data to train

reconstruct(corrupted: tensorflow.python.framework.ops.Tensor) → tensorflow.python.framework.ops.Tensor

Reconstruct a memory

Parameters

corrupted – Corrupted memory

train() → None

set the weights