Machine Learning, Deep Learning, Theano, TensorFlow, Framework.
systematic way. As we saw earlier, neural nets can be thought of composition of simple nonlinearities giving rise to more complex functions. Differentiating these functions is simply traversing the graph from the outputs back to the inputs⁸. Symbolic Differentiation or Automatic Differentiation⁹ is