Gradient Methods Comparator

Visualize and compare different optimization algorithms on various loss landscapes

Quadratic Bowl

Saddle Point

Rosenbrock

SGD

Momentum

RMSprop

Adam

α 0.01

1. Select a loss function to visualize
2. Choose optimizer(s) to compare
3. Adjust learning rate
4. Click "Start" to watch convergence