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Transformer Attention

Interactive visualization of multi-head attention mechanisms in transformer architectures

RL Playground

Train agents in real-time using Q-learning, policy gradients, and more

Neural Network Builder

Build and train neural networks with interactive backpropagation visualization

Optimization Landscapes

Explore gradient descent, Adam, and other optimizers in 3D loss landscapes

Algorithmic Art Lab

Create stunning generative art with flow fields, fractals, and neural patterns

4D Rotation Playground

Interactive tesseract for 4D rotation intuition — K₄ + tiles, depth color, match game, keyboard support + live math

Learning Atlas Image Field

Pan and zoom through 310 curated artworks; inspect exact prompts or curate a removal list by clicking images

Inside the Torus

Travel through a closed 3D image world: look inward, move around the ring, rotate the tiled tube, and enter any artwork's prompt