GRADIENT DESCENT VISUALIZER

Instructions

Enter a loss function using math.js syntax.
Example: sin(w) + cos(b)^2
Click anywhere on the 3D surface to place the starting point.

Surface Config

Loss Function (w, b)

Preset Surfaces

W Range

B Range

Optimizer Config

Algorithm

Learning Rate (α)

Momentum (β)

Decay Rate (γ)

Beta 1 (β₁)

Beta 2 (β₂)

Visuals

Marker Px

Speed

⚠️ Please pause the animation first.