Learning Rate & Optimizer Explorer
An interactive classroom tool that lets students navigate a real loss surface in 1D and 3D, watching SGD, Momentum, RMSProp, and Adam converge (or fail to) as they tune the learning rate and schedule in real time. Built as a teaching aid for UTS data science students.
