Python Examples

This is a list of all Python examples.

All examples can be found in the MODULE_NAME/example/ directories.

Module sgpp::base

• Using the DataMatrix object
• Using the DataVector object
• Generalised Sparse Grids
• Spatially-Dimension-Adaptive Refinement of ANOVA Components in Python
• Spatially-Dimension-Adaptive Refinement in Python
• Quadrature in Python
• refinement.py
• Dimension-Adaptive Refinement in Python
• tutorial.py (Start Here)

Module sgpp::combigrid

• bSplines.py
• convergence.py
• example_comparison.py
• gettingStarted.py (Start Here)
• gridConverter.py
• PCE with Combigrids (Python)
• plot_2d_sparse_grids.py
• Point Distributions (Python)

Module sgpp::datadriven

• Gaussian Weight Priors
• Generalised Sparse Grids
• Interaction Terms Aware Sparse Grids
• learnerExample.py
• learnerSGDETest.py
• positive_density.py
• Calculating the regularization path
• test_Rosenblatt.py
• test_sgdeLaplace.py

Module sgpp::misc

• resumingLearningProcess.py

Module sgpp::optimization

• optimization.py

Module sgpp::pde

• LTwoDotTest.py