3D Gradient Descent

A React web app that visualizes gradient descent in 3D.

With this app you can:

• manually fit a quadratic function to some data,
• use a Stepper to automatically step the parameters towards the local minimum,
• have a look at the trace the loss left as it walked through the loss surface,
• choose from different critics (mae,mse,rmse) to “see” how changing the way we measure the loss effects gradient descent,
• intuitively interact with the 3D-plot by dragging and zoom, to keep the interesting parts in focus.

Check on GitHub