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Model cards

A model card documents what a model claims, what it costs, and where it breaks. The cards below cover the current estimators and the local inference mock. Each card answers the same questions:

  • Inputs. What the estimator consumes.
  • Outputs. What the estimator produces.
  • SLA. Latency budget per update and the covariance bound the filter must respect.
  • Known failure modes. Where the assumptions break.
Subsystem / Model Card
Power subsystem (Li-ion battery) subsystem-power.md
APU subsystem (solar + fuel cell + vehicle + USB-C PD) subsystem-apu.md
Estimator / Model Card
Position EKF estimator-position-ekf.md
Power SoC estimator-power-soc.md
APU per-source Kalman estimator-apu.md
Thermal Kalman estimator-thermal-kalman.md
Biometrics Kalman estimator-biometrics-kalman.md
Comms particle filter estimator-comms-particle.md
Inference local mock inference-local-mock.md