Notebooks accompanying the implementation of parallel partial emulation in gpytorch.
Currently, this repository contains the following notebooks:
- Parallel_Partial_GP_Regression: an example notebook demonstrating the use of parallel partial emulation with
gpytorch - GPytorch_Scaling_Test_PP_vs_MT: a notebook comparing the time complexity of parallel partial emulation and multitask Gaussian Process regression
- GPytorch_Scaling_Test_PP_vs_BI: a notebook comparing the time complexity of parallel partial emulation and batch-independent Gaussian Process regression