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Module monte_carlo

Module monte_carlo 

Source
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Checking the predicted spread against the empirical one.

§The question

The spectrum of the normalised Jacobian yields a prediction: the spread of the pose along direction i is σ_noise / σ'ᵢ. Is that true?

The answer comes from an experiment rather than an argument: the same scene is registered a thousand times with independent noise and a random initial guess, and the spread of the converged poses is compared with the prediction.

§Why this gates everything else

Until the prediction has been checked against reality, the conditioning report is a set of numbers with the right units and an unknown relation to the world. Measuring how fast such a report is produced would be premature.

Structs§

DirectionOutcome
The outcome for a single direction of the spectrum.
SceneOutcome
The outcome for one scene.
TrialConfig
Experiment parameters.

Functions§

run
Runs the experiment on a single scene.
run_all
Runs every scene.