README.md

metadata

title: 3D Gradient Descent Explorer
emoji: 📉
colorFrom: green
colorTo: blue
sdk: static
pinned: false
license: mit

3D Gradient Descent Explorer

Interactive visualization for understanding gradient descent optimization.

Features:

• 3D surface plot with real-time rotation (Three.js)
• 2D contour map with path tracing
• 3 loss functions: Quadratic Bowl, Rosenbrock Valley, Himmelblau
• Adjustable learning rate, start position, animation speed
• Arrow-traced descent paths on both views
• Click contour to set start position

Part of ML-II: Supervised Learning Classification by Dr Milan Amrut Joshi.