gemseo.problems.dataset¶
Examples of dataset.
GEMSEO proposes several datasets containing academic data to illustrate its capabilities:
create_iris_dataset()
returns a collection of iris plants, mainly used to benchmark clustering and classification algorithms,create_rosenbrock_dataset()
returns a set of evaluations of the Rosenbrock function over a regular grid, initially introduced to illustrate visualization tools dedicated to surfaces such asZvsXY
,create_burgers_dataset()
returns a set of solutions of the Burgers’ equation at given times, initially introduced to illustrate dimension reduction methods, e.g.PCA
orKLSVD
.