Learning as optimization & dynamical systems, autodiff, backprop, gradient flow from scratch.
backpropagationgradient-flowlearning-dynamicsdynamical-systemjacobian-matrixmath-theorydiscrete-time-systemseuler-forwardhassian-matrixmomentum-inertianewtonian-motion
-
Updated
Feb 9, 2026 - Jupyter Notebook