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GENERATIVE AI

GANs

Simulate GAN training dynamics: generator vs discriminator loss curves, mode collapse visualization, Nash equilibrium convergence, and architecture configuration for both networks.

GeneratorDiscriminatorTrainingMode Collapse
OPEN INTERACTIVE LAB ↗

What you'll explore

  • ✓Gan training
  • ✓Generative adversarial network
  • ✓Mode collapse
  • ✓Gan simulation
  • ✓Generator discriminator
  • ✓Gan dynamics

About this lab

Simulate GAN training dynamics: generator vs discriminator loss curves, mode collapse visualization, Nash equilibrium convergence, and architecture configuration for both networks. This simulation runs entirely in your browser — no installation, no account required, no data uploaded.

Part of the Generative AI Labs track — 6 labs covering the full curriculum.

PLATFORM FEATURES
✓ Runs 100% in browser — no server, no installs
✓ Adjustable parameters with real-time output
✓ Privacy-first: zero data collection or uploads
✓ Blockchain-verifiable experiment logs on Polygon
✓ Free to use — open to everyone