├── .github └── workflows │ ├── installArtifacts.yml │ └── runTests.yml ├── .gitignore ├── CMakeLists.txt ├── README.md ├── cmake ├── FecthJSONlib.cmake └── MakeLibrary.cmake ├── doc ├── Gaussian_Process.pdf ├── Gaussian_Process.tex ├── biblio.bib ├── doc_gen.bat └── doc_gen.sh ├── kernels_viz ├── CMakeLists.txt ├── KernelsVisualizer.cpp ├── KernelsVisualizer.py ├── LikelihoodVisualizer.cpp └── LikelihoodVisualizer.py ├── sample.png ├── samples ├── CMakeLists.txt ├── LogUtils.cpp ├── LogUtils.h ├── Ranges.cpp ├── Ranges.h ├── ReadMe.cpp ├── Sample01-1D-functions.cpp ├── Sample02-2D-functions.cpp ├── Sample03-training.cpp ├── Visualize-1D.py ├── Visualize-2D.py └── Visualize-train.py ├── src ├── CMakeLists.txt ├── header │ └── GaussianProcess │ │ ├── Error.h │ │ ├── GaussianProcess.h │ │ ├── GaussianProcessFactory.h │ │ ├── KernelCovariance.h │ │ ├── SpaceSizesAware.h │ │ ├── TrainSet.h │ │ ├── YYMatrices.h │ │ └── kernel │ │ ├── CompositeFunction.h │ │ ├── KernelFunction.h │ │ ├── Linear.h │ │ ├── PeriodicFunction.h │ │ ├── RadialFunction.h │ │ └── SquaredExponential.h └── src │ ├── Common.cpp │ ├── Common.h │ ├── GaussianProcess.cpp │ ├── GaussianProcessFactory.cpp │ ├── KernelCovariance.cpp │ ├── SpaceSizesAware.cpp │ ├── TrainSet.cpp │ ├── YYMatrices.cpp │ └── kernel │ ├── CompositeFunction.cpp │ ├── Linear.cpp │ ├── PeriodicKernel.cpp │ ├── RadialFunction.cpp │ └── SquaredExponential.cpp └── tests ├── CMakeLists.txt ├── GaussianProcessSlowTest.cpp ├── GaussianProcessTest.cpp ├── KernelFunctionsTest.cpp ├── RangeTest.cpp ├── ResizableMatrixTest.cpp ├── TrainSetTest.cpp ├── Utils.cpp └── Utils.h /.github/workflows/installArtifacts.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/.github/workflows/installArtifacts.yml -------------------------------------------------------------------------------- /.github/workflows/runTests.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/.github/workflows/runTests.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | TODO* 2 | bin 3 | build 4 | .vscode 5 | latex 6 | __pycache__ 7 | -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/CMakeLists.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/README.md -------------------------------------------------------------------------------- /cmake/FecthJSONlib.cmake: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/cmake/FecthJSONlib.cmake -------------------------------------------------------------------------------- /cmake/MakeLibrary.cmake: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/cmake/MakeLibrary.cmake -------------------------------------------------------------------------------- /doc/Gaussian_Process.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/doc/Gaussian_Process.pdf -------------------------------------------------------------------------------- /doc/Gaussian_Process.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/doc/Gaussian_Process.tex -------------------------------------------------------------------------------- /doc/biblio.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/doc/biblio.bib -------------------------------------------------------------------------------- /doc/doc_gen.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/doc/doc_gen.bat -------------------------------------------------------------------------------- /doc/doc_gen.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/doc/doc_gen.sh -------------------------------------------------------------------------------- /kernels_viz/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/kernels_viz/CMakeLists.txt -------------------------------------------------------------------------------- /kernels_viz/KernelsVisualizer.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/kernels_viz/KernelsVisualizer.cpp -------------------------------------------------------------------------------- /kernels_viz/KernelsVisualizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/kernels_viz/KernelsVisualizer.py -------------------------------------------------------------------------------- /kernels_viz/LikelihoodVisualizer.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/kernels_viz/LikelihoodVisualizer.cpp -------------------------------------------------------------------------------- /kernels_viz/LikelihoodVisualizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/kernels_viz/LikelihoodVisualizer.py -------------------------------------------------------------------------------- /sample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/sample.png -------------------------------------------------------------------------------- /samples/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/CMakeLists.txt -------------------------------------------------------------------------------- /samples/LogUtils.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/LogUtils.cpp -------------------------------------------------------------------------------- /samples/LogUtils.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/LogUtils.h -------------------------------------------------------------------------------- /samples/Ranges.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Ranges.cpp -------------------------------------------------------------------------------- /samples/Ranges.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Ranges.h -------------------------------------------------------------------------------- /samples/ReadMe.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/ReadMe.cpp -------------------------------------------------------------------------------- /samples/Sample01-1D-functions.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Sample01-1D-functions.cpp -------------------------------------------------------------------------------- /samples/Sample02-2D-functions.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Sample02-2D-functions.cpp -------------------------------------------------------------------------------- /samples/Sample03-training.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Sample03-training.cpp -------------------------------------------------------------------------------- /samples/Visualize-1D.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Visualize-1D.py -------------------------------------------------------------------------------- /samples/Visualize-2D.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Visualize-2D.py -------------------------------------------------------------------------------- /samples/Visualize-train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/samples/Visualize-train.py -------------------------------------------------------------------------------- /src/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/CMakeLists.txt -------------------------------------------------------------------------------- /src/header/GaussianProcess/Error.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/Error.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/GaussianProcess.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/GaussianProcess.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/GaussianProcessFactory.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/GaussianProcessFactory.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/KernelCovariance.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/KernelCovariance.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/SpaceSizesAware.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/SpaceSizesAware.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/TrainSet.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/TrainSet.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/YYMatrices.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/YYMatrices.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/kernel/CompositeFunction.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/kernel/CompositeFunction.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/kernel/KernelFunction.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/kernel/KernelFunction.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/kernel/Linear.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/kernel/Linear.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/kernel/PeriodicFunction.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/kernel/PeriodicFunction.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/kernel/RadialFunction.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/kernel/RadialFunction.h -------------------------------------------------------------------------------- /src/header/GaussianProcess/kernel/SquaredExponential.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/header/GaussianProcess/kernel/SquaredExponential.h -------------------------------------------------------------------------------- /src/src/Common.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/Common.cpp -------------------------------------------------------------------------------- /src/src/Common.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/Common.h -------------------------------------------------------------------------------- /src/src/GaussianProcess.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/GaussianProcess.cpp -------------------------------------------------------------------------------- /src/src/GaussianProcessFactory.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/GaussianProcessFactory.cpp -------------------------------------------------------------------------------- /src/src/KernelCovariance.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/KernelCovariance.cpp -------------------------------------------------------------------------------- /src/src/SpaceSizesAware.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/SpaceSizesAware.cpp -------------------------------------------------------------------------------- /src/src/TrainSet.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/TrainSet.cpp -------------------------------------------------------------------------------- /src/src/YYMatrices.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/YYMatrices.cpp -------------------------------------------------------------------------------- /src/src/kernel/CompositeFunction.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/kernel/CompositeFunction.cpp -------------------------------------------------------------------------------- /src/src/kernel/Linear.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/kernel/Linear.cpp -------------------------------------------------------------------------------- /src/src/kernel/PeriodicKernel.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/kernel/PeriodicKernel.cpp -------------------------------------------------------------------------------- /src/src/kernel/RadialFunction.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/kernel/RadialFunction.cpp -------------------------------------------------------------------------------- /src/src/kernel/SquaredExponential.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/src/src/kernel/SquaredExponential.cpp -------------------------------------------------------------------------------- /tests/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/CMakeLists.txt -------------------------------------------------------------------------------- /tests/GaussianProcessSlowTest.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/GaussianProcessSlowTest.cpp -------------------------------------------------------------------------------- /tests/GaussianProcessTest.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/GaussianProcessTest.cpp -------------------------------------------------------------------------------- /tests/KernelFunctionsTest.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/KernelFunctionsTest.cpp -------------------------------------------------------------------------------- /tests/RangeTest.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/RangeTest.cpp -------------------------------------------------------------------------------- /tests/ResizableMatrixTest.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/ResizableMatrixTest.cpp -------------------------------------------------------------------------------- /tests/TrainSetTest.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/TrainSetTest.cpp -------------------------------------------------------------------------------- /tests/Utils.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/Utils.cpp -------------------------------------------------------------------------------- /tests/Utils.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/andreacasalino/GaussianProcesses/HEAD/tests/Utils.h --------------------------------------------------------------------------------