Function oneStep

src/playground.ts:909–923

()

}

function oneStep(): void {
  iter++;
  trainData.forEach((point, i) => {
    let input = constructInput(point.x, point.y);
    nn.forwardProp(network, input);
    nn.backProp(network, point.label, nn.Errors.SQUARE);
    if ((i + 1) % state.batchSize === 0) {
      nn.updateWeights(network, state.learningRate, state.regularizationRate);
    }
  });
  // Compute the loss.
  lossTrain = getLoss(network, trainData);
  lossTest = getLoss(network, testData);
  updateUI();
}

export function getOutputWeights(network: nn.Node[][]): number[] {
  let weights: number[] = [];