Apps

Before downloading the code, feel free to have a go with our web apps!

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Dimension reduction

Perform data-driven dimension reduction with equadratures. Use dimension reducing ridges to explore an airfoil flowfield, or upload your own dataset to reduce its dimensionality.

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Polynomial Regression Trees

Fit polynomial regression trees to your data! These combine decision trees and polynomials to form a new supervised machine learning model with a high degree of interpretability.

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Uncertainty Quantification

Use polynomial chaos to quantify the uncertainty of a computational model. Interact with your own offline model, or try an analytical one.