Method pruneRandomnly

src/Pruner.cpp:15–18

Pruner::Pruner() { }

void Pruner::pruneRandomnly(NeuralNet *network) {
  int hiddenLayerIndex = rand() % network->numberOfHiddenLayers();
  network->removeNeuron(hiddenLayerIndex, rand() % network->net[hiddenLayerIndex].neurons.size());
}

void Pruner::prune(NeuralNet *network, Trainer *networkTrainer) {
  prune(network, networkTrainer->getInitialWeights(), networkTrainer->getWeightChanges(), networkTrainer->getGradients());