---
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.