rheia
1. A short description
2. Connecting your own model
3. Installation
4. Tutorial
5. Examples
6. Define the design and stochastic spaces
7. Run an optimization task
8. Run an uncertainty quantification
9. Details on the energy system models
10. Details on the methods
11. API reference
11.1. Optimization
11.2. Uncertainty Quantification
11.2.1. rheia.UQ.uncertainty_quantification.run_uq
11.2.2. rheia.UQ.pce.Data
11.2.3. rheia.UQ.pce.Data.create_samples_file
11.2.4. rheia.UQ.pce.Data.read_stoch_parameters
11.2.5. rheia.UQ.pce.RandomExperiment
11.2.6. rheia.UQ.pce.RandomExperiment.n_terms
11.2.7. rheia.UQ.pce.RandomExperiment.read_previous_samples
11.2.8. rheia.UQ.pce.RandomExperiment.create_distributions
11.2.9. rheia.UQ.pce.RandomExperiment.create_samples
11.2.10. rheia.UQ.pce.RandomExperiment.create_only_samples
11.2.11. rheia.UQ.pce.RandomExperiment.evaluate
11.2.12. rheia.UQ.pce.PCE
11.2.13. rheia.UQ.pce.PCE.n_to_sum
11.2.14. rheia.UQ.pce.PCE.multindices
11.2.15. rheia.UQ.pce.PCE.forward
11.2.16. rheia.UQ.pce.PCE.backward
11.2.17. rheia.UQ.pce.PCE.truncate
11.2.18. rheia.UQ.pce.PCE.ols
11.2.19. rheia.UQ.pce.PCE.calc_a
11.2.20. rheia.UQ.pce.PCE.run
PCE.run()
11.2.21. rheia.UQ.pce.PCE.get_statistics
11.2.22. rheia.UQ.pce.PCE.get_psi_sq
11.2.23. rheia.UQ.pce.PCE.calc_sobol
11.2.24. rheia.UQ.pce.PCE.calc_loo
11.2.25. rheia.UQ.pce.PCE.result_filename
11.2.26. rheia.UQ.pce.PCE.print_res
11.2.27. rheia.UQ.pce.PCE.draw
11.2.28. rheia.UQ.uncertainty_quantification.get_design_variables
11.2.29. rheia.UQ.uncertainty_quantification.set_design_samples
11.2.30. rheia.UQ.uncertainty_quantification.write_design_space
11.3. Post-processing
11.4. Characterization of design space and stochastic space
11.5. The cases
12. How to contribute
13. Bibliography
14. Glossary
15. What’s new
rheia
11.
API reference
11.2.20.
rheia.UQ.pce.PCE.run
View page source
11.2.20.
rheia.UQ.pce.PCE.run
PCE.
run
(
uq_method
=
None
)
Fit a full or sparse PCE to the evaluated random experiment.