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Across the loss landscape
A colored 3D surface with editable curvature and starting point.
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Made to be adapted.
This is a quadratic bowl: L(x, y) = x² + 0.5y². Its gradient is (2x, y), pointing uphill. Gradient descent moves in the opposite direction.
Interactive mathematical model. Use the controls to explore the mechanism; this is not a benchmark result.
- Export formats
- PNG / HTML
- Editable in Studio
- Explanation, appearance, and model inputs
- Access
- Free with attribution. No account needed.