ExamplesΒΆ

The best way to learn how to use StructureBoost is by working through examples. As such, we have created numerous Jupyter notebooks on a variety of data sets to illustrate the capabilities.

The full set of examples can be found here. The descriptions are below.

  1. CA_County_Classification: A straightforward example of how to configure and use StructureBoost for a classification problem. Also contains a comparison to other boosting packages.
  2. CA_County_Regression: Like the previous notebook, but for a regression example.
  3. CA_County_Deep_Dive: A lengthier exploration of the CA County weather data, highlighting other ways that Categorical Structure can be extremely important.
  4. MoCap_Spatial: An example using the graphical_voronoi feature type on 3d sensor data detecting hand postures.