\BOOKMARK [1][-]{section.1}{Overview}{}% 1 \BOOKMARK [1][-]{section.2}{Neural Architectures}{}% 2 \BOOKMARK [2][-]{subsection.2.1}{Mutlilayer Perceptron}{section.2}% 3 \BOOKMARK [2][-]{subsection.2.2}{Long Short Term Memory}{section.2}% 4 \BOOKMARK [2][-]{subsection.2.3}{Learning}{section.2}% 5 \BOOKMARK [1][-]{section.3}{Autodiff Implementation}{}% 6 \BOOKMARK [2][-]{subsection.3.1}{Declare operations, their functions and gradients}{section.3}% 7 \BOOKMARK [2][-]{subsection.3.2}{Describe the Model}{section.3}% 8 \BOOKMARK [2][-]{subsection.3.3}{Forward / Backward Pass}{section.3}% 9 \BOOKMARK [2][-]{subsection.3.4}{Gradient Checking}{section.3}% 10 \BOOKMARK [1][-]{section.4}{Data}{}% 11 \BOOKMARK [1][-]{section.5}{Deliverables}{}% 12 \BOOKMARK [1][-]{section.6}{Questions}{}% 13 \BOOKMARK [1][-]{section.7}{Marking breakdown}{}% 14