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A quaternion-based attitude estimation pipeline in Python featuring gyroscope bias calibration through least squares solved with QR decomposition. Evaluated on the EuRoC MAV dataset to analyze numerical stability, orientation accuracy, and robustness under noise and varying sampling rates.