Watch It Learn

Watch It Learn by lakshmansha is a collection of AI and machine-learning demos accompanying the creator’s video series. You can observe a neural network changing its decision boundary, reinforcement learning adjusting a route or a model’s attention maps. Demos can run separately, and the documentation identifies those that make no external model calls. The creator says the code was built with Claude Code and the videos use AI-generated narration.

Who it's for:Learners who understand machine learning through visual experiments, and teachers preparing demonstrations.

Before you start: Install the Python dependencies and open the local demos in a browser. The language-model examples need Azure OpenAI configuration and may incur charges. Documentation is English and code uses MIT. The collection also includes prompt-injection experiments and a camera-capable image demo; we do not recommend applying experiments to external systems or using sensitive images. The teaching models are simplified: its word-clustering example uses local text features, not a direct measurement of semantic understanding.

Based on the project's public documentation. Not tested by AI Inspiration World.