吴正龙’s machine-learning Bookmarks

Backpropagation is a leaky abstraction. It is a credit assignment scheme with non-trivial consequences. Ignoring how it works under the hood because "TensorFlow automagically makes my networks learn" means you won't be ready to wrestle with the dangers it presents.