Tutorials

We made some tutorial examples:

• Tutorial 1 shows how active subspaces studies are performed.

• Tutorial 2 shows how to compute the gradients from an input-output dataset.

• Tutorial 3 shows how to design response surfaces with active subspaces and Gaussian process regression.

• Tutorial 4 shows how to employ the active subspaces property to sample from surrogate posteriors.

• Tutorial 5 shows how to employ the active subspaces property to vectorial outputs.

• Tutorial 6 shows how to study the presence of a kernel-based active subspace.

• Tutorial 7 shows how to use the nonlinear level-set learning technique.