Perceptron Playground
Adjust weights and bias in real-time. Watch the decision boundary shift as you train a single neuron to classify points.
Interactive weights
Live training
2D visualization
Playgrounds
Experiment freely. Build intuition by playing with neural networks, embeddings, and optimization algorithms in real-time.
Embedding Space Explorer
Navigate high-dimensional embedding spaces. See how words, images, or concepts cluster and relate in vector space.
3D navigation
Similarity search
Custom data
GAN Training Dance
Watch generator and discriminator compete. Visualize the adversarial training process as fake samples become indistinguishable from real.
Live generation
Loss visualization
Mode collapse
Decision Boundary Evolution
Watch neural networks learn to separate classes. See decision boundaries evolve from simple lines to complex curves.
Multiple architectures
Dataset selection
Epoch control