λFirst Principles AIFPAI

AI LAB

AI LAB – interactive intuition

A sandbox for visualizing the math and mechanics behind machine learning and AI. Browse by category, then topic, to open each visualization.

Categories

Linear algebra
Vectors, matrices, eigenvalues — the geometry behind transformations in ML.
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Statistics
Distributions, estimation, and uncertainty — demos arriving over time.
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Machine learning
Classical models and learning rules, interactive.
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