Interactive machine learning lessons in your browser: activation functions with their derivatives and a vanishing-gradient calculator, gradient descent vs momentum vs Adam racing across 2-D loss surfaces, minibatch SGD fitting a line, and Monte Carlo estimation of pi. Free, no sign-in; everything runs on your device.

ml-playground.skillsafe.ai

Run app here

PricingCompletely free

Security scanClean — skill and frontend scanned

Created2026-10-31

Updated2026-11-02

Every public app is built from a security-scanned skill and must pass a clean scan — skill and frontend — before it can be listed. Have a skill of your own? Turn it into an app — or read the step-by-step walkthrough.