About This Simulator
Explore how gradient descent optimizes different loss surfaces. Choose from classic functions like the Rosenbrock banana or an elongated quadratic. Compare standard GD, noisy SGD, and momentum-based methods. Click the canvas to set the starting point, then run or step through the optimization.
Controls
Click on the canvas to set start position.