ferntheplant

ARENA notes

General vocab

• CNN: convolutional neural net: replace linear layers with convolutions
• GAN: generator and discriminator training in tandem
• SGD: stochastic gradient descent
• Supervised: training data is labeled (MNIST 0-9 digit labels)
• Unsupervised: training data is unlabeled (DCGAN bedrooms are just bedrooms)
• Parameters: learned weights and biases within NN layers

ferntheplant

function main() {
	for (const t of testCases) {
		console.log(`Test case: ${t.desc}`);
		console.log(`${test(t) ? "PASS" : "FAIL"}`);
	}
}

/**
 * Ideas for domain extension
 * 1. Taylor Series