Cosine Similarity
Visualize how high-dimensional semantic vectors are calculated. Compare text inputs in real-time and see their geometric distance in a projected 3D space.
Clustering Algorithms
Interactive visualization of unsupervised learning algorithms including K-Means and DBSCAN. Generate datasets and observe how different algorithms partition data structures.
Transformers 101
A complete interactive guide to the Attention mechanism. Deconstruct the architecture that powers modern LLMs, from tokenization to multi-head attention.
Deep Learning 101
Master the foundations of neural networks. Experiment with perceptrons, understand backpropagation, and visualize gradient descent in real-time.
Neural Pathways
A visual exploration of activation functions, backpropagation, and weight adjustments in a multi-layer perceptron.
Latent Space
Traverse the manifold of a generative model. Interpolate between latent vectors to spawn unique, AI-generated artifacts.