├── LICENSE.txt ├── README.md ├── cGPLVM ├── GP_mappings.py ├── cGPLVM.py ├── cGPLVM_survival.py ├── helpers.py ├── helpers_survival.py └── kernels.py ├── data_generation ├── circles_and_pinwheel.R └── toy_extrapolation.R ├── examples ├── 1_example_decomposition.py └── 1_plot_example_decomposition.R └── fig └── figure1.png /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/README.md -------------------------------------------------------------------------------- /cGPLVM/GP_mappings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/cGPLVM/GP_mappings.py -------------------------------------------------------------------------------- /cGPLVM/cGPLVM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/cGPLVM/cGPLVM.py -------------------------------------------------------------------------------- /cGPLVM/cGPLVM_survival.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/cGPLVM/cGPLVM_survival.py -------------------------------------------------------------------------------- /cGPLVM/helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/cGPLVM/helpers.py -------------------------------------------------------------------------------- /cGPLVM/helpers_survival.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/cGPLVM/helpers_survival.py -------------------------------------------------------------------------------- /cGPLVM/kernels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/cGPLVM/kernels.py -------------------------------------------------------------------------------- /data_generation/circles_and_pinwheel.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/data_generation/circles_and_pinwheel.R -------------------------------------------------------------------------------- /data_generation/toy_extrapolation.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/data_generation/toy_extrapolation.R -------------------------------------------------------------------------------- /examples/1_example_decomposition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/examples/1_example_decomposition.py -------------------------------------------------------------------------------- /examples/1_plot_example_decomposition.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/examples/1_plot_example_decomposition.R -------------------------------------------------------------------------------- /fig/figure1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kasparmartens/c-GPLVM/HEAD/fig/figure1.png --------------------------------------------------------------------------------