Gradient Descent (2D)
This interactive simulator explores Gradient Descent (2D) in Math Visualization. Level sets of f(x,y) and path (x,y) ← (x,y) − η∇f; bowl or elliptic well. Use the controls to change the scenario; watch the visualization and any graphs or readouts to connect the model with lectures, labs, and homework.
Who it's for: Suited to beginners and first exposure to the topic. Typical context: Math Visualization.
Key terms
- gradient
- descent
- gradient descent
- math
- visualization
How it works
Visualize steepest-descent on a smooth convex bowl — a bridge between calculus and optimization.
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