Gradient descent explorer

Drag an optimizer onto a loss landscape, then change learning rate, momentum, and gradient noise while its path stays linked between a 3D surface and 2D contour map.

These tools run entirely in your browser and are provided as-is, for learning and convenience, with no warranty of accuracy — verify anything important against your own setup before relying on it.