Computer Science and AI Visualization Portal
Centered on Turing machines, information theory, Transformers, and QKV, SimLabs provides interactive demo pages suitable for classroom teaching, self-study, and science communication, helping learners turn abstract computational processes into observable dynamic models.
Binary Turing Machine
Uses the seven-tuple model and state transitions to demonstrate how a Turing machine performs binary computation, making it ideal for introductory computability theory and classroom explanation.
Shannon Information Theory Interactive Lab
From self-information and entropy to mutual information and channel capacity, this page helps learners understand the core concepts of information theory through hands-on experiments.
Transformer Working Principle Demo
Explains QKV, weight assignment, and contextual representation step by step through self-attention, making it well suited to foundational large-model teaching.
QKV 3D Visualization
Combines Three.js and MathJax to present the 3D structure of the attention mechanism and the full mathematical process, making it suitable for advanced understanding.