Deep GP and Deep Sigma Point Processes ======================================== Deep GP and Deep Sigma Point Processes are hierarchical models where each layer is a Gaussian process. Deep GP ---------- - `Standard Deep GP regression <./Deep_Gaussian_Processes.ipynb>`_ - `Multitask Deep GP regression <./DGP_Multitask_Regression.ipynb>`_ Deep Sigma Point Processes (DSPP) --------------------------------------- - `DSPP regression <./Deep_Sigma_Point_Processes.ipynb>`_ - `Multitask DSPP regression <./DGP_Multitask_Regression.ipynb>`_ .. toctree:: :glob: :maxdepth: 1 :hidden: Deep_Gaussian_Processes.ipynb Deep_Sigma_Point_Processes.ipynb DGP_Multitask_Regression.ipynb