// Interactive Lab

ML Tools

Hands-on playgrounds that demystify machine learning. No installs, no setup — just open a tool and start experimenting.

FEED-FORWARD NETWORK

Neural Network Builder

Configure a feed-forward network with slot-machine controls, then watch it train epoch by epoch with live accuracy and loss curves.

Feed-Forward Training Viz Hyperparameters
Launch Tool
w1 Loss GRADIENT DESCENT

Gradient Descent Playground

Watch optimization come alive. Pick a starting point on a 2D loss surface and see SGD, Momentum, or Adam navigate toward the minimum in real time.

Optimization SGD / Adam Loss Surface
Launch Tool