GUM-compliant uncertainty propagation

Getting started:

• GUM-compliant_neural-network_uncertainty-propagation
  • Getting started
  • Documentation
  • Disclaimer
  • License

Detailed information:

• Installation
• Changelog

Examples:

• Examples
  • Proof-of-Concept examples
• Propagate ZeMA samples through MLPs
• ZeMA dataset API

Code Reference:

• Modules
• Functionals
• Uncertainties

Indices and tables

• Index

• Module Index

• Search Page

References

Dorst2021

Dorst, Tanja, Gruber, Maximilian, & Vedurmudi, Anupam Prasad. (2021). Sensor data set of one electromechanical cylinder at ZeMA testbed (ZeMA DAQ and Smart-Up Unit) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5185953

Ludwig2023

Ludwig, Björn. (2023). GUM-compliant neural network robustness verification. Master’s thesis