C++ Examples

This is a list of all C++ examples.

All examples can be found in the MODULE_NAME/example/ directories. Note that SCons automatically compiles (but not runs) all C++ examples on each run. The executables can be found in the same directory in which the examples reside and can be run directly, if LD_LIBRARY_PATH (on Linux/Mac) or PATH (on Windows) is set correctly.

Module sgpp::base

• Using the DataMatrix object
• Using the DataVector object
• Detect the configuration of OpenCL platforms
• Interaction-Term aware sparse grids.
• Generalised Sparse Grids
• Using JSON
• Spatially-Dimension-Adaptive Refinement in C++
• Quadrature in C++
• Refinement Example
• tutorial.cpp (Start Here)
• Grid unserialization
• List of different Grid Types

Module sgpp::combigrid

• bspline_pce.cpp
• Stochastic Collocation with
• gettingStarted.cpp (Start Here)
• interpolation.cpp
• PCE with Combigrids
• performance.cpp
• Stochastic Collocation with Combigrids

Module sgpp::datadriven

• benchmark_OrthoAdapt.cpp
• buildMats.cpp
• Classification Example
• Learner Classification Test
• Regression Learner
• Learner SGDE Online
• Learner SGDE OnOff
• learner SGDE
• learner SGDE
• Learner SGD
• Learner SVM
• Classification Example MultipleClassRefinement
• new_sgde.cpp
• optimize_kde_bandwidth.cpp

Module sgpp::optimization

• constrainedOptimization.cpp
• optimization.cpp

Module sgpp::solver

• FISTA Solver