gemseo.problems.dataset package

Examples of datasets.

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 as ZvsXY,

• 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 or KLSVD.

class DatasetType(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: StrEnum

The available datasets.

BURGER = 'BurgersDataset'

IRIS = 'IrisDataset'

ROSENBROCK = 'RosenbrockDataset'

Submodules

• gemseo.problems.dataset.burgers module
  • create_burgers_dataset()
• gemseo.problems.dataset.iris module
  • create_iris_dataset()
• gemseo.problems.dataset.rosenbrock module
  • create_rosenbrock_dataset()