Kalman Filter

How a Kalman Filter Works, in Pictures

The clearest visual explanation of how a Kalman filter works — building from Gaussian distributions to the prediction-update cycle without losing the intuition in the math. A reference that makes the algorithm genuinely understandable rather than just computable.