NNExperiments/src/main.nim

13 lines
453 B
Nim

import nn/network
import nn/util/matrix
var mlp = newNeuralNetwork(@[newDenseLayer(784, 10),
newDenseLayer(10, 16),
newDenseLayer(16, 10)],
lossFunc=MSE, activationFunc=Softmax,
learnRate=0.05, momentum=0.55,
weightRange=(start: -1.0, stop: 1.0),
biasRange=(start: -1.0, stop: 1.0))