Gradient Descent Viz
Interactive visualization of gradient descent methods
Description
Learning ML, the differences between Momentum, RMSProp and Adam are hard to feel from equations. Gradient Descent Viz is a desktop app visualizing five popular gradient descent methods interactively.
It steps through each method on 3D surfaces with tunable hyperparameters to compare convergence.
Five methods:SGD to Adam.
Step by step:Every move.
Hyperparameters:Live tuning.
3D surfaces:Intuitive.
It steps through each method on 3D surfaces with tunable hyperparameters to compare convergence.
Features
Five methods:SGD to Adam.
Step by step:Every move.
Hyperparameters:Live tuning.
3D surfaces:Intuitive.
