scratch/ToDo.md

In CollinErickson/GauPro: Gaussian Process Fitting

GauPro to do

• EI/CorEI/AugEI/qEI: nopt, test, doc

• Use t-dist

• Add documentation for kernels, esp. factor ones

• Add readme/documentation for trends

• Speed up triangle, ratquad, periodic, powerexp k/grad

• Knowledge gradient: multiple starts for optim

• Plot2D: add axis names, either X1/X2 or colnames (need to add option to CF::gcf_grid) fix for factors

• Make gpkm doc look good. Look into R7.

• sparse pseudo-input GP. See Snelson 2006. Inherit. Change pred_one_matrix, deviance, etc.

• Student-t process: Inherit, change pred and deviance.

• kernel should take in X, Z and set params based on that. E.g., s2 max is diff(range(Z))^2. Or else give message to normalize.

• Standardize for X.

• change kernels to functions k_: documentation, tests, examples, readme

• change trends from R6 to function t_

• gpk$plot1D(ymax=1000) doesn't use ymax?

CollinErickson/GauPro documentation built on Sept. 14, 2024, 10:05 p.m.