Discrete Acquisition Function

Acquisition function implementation for discrete values as an input an no further use of maximum finding algorithms.

PyALAF.acfn_discrete.EI(f, uncertainty, opt, max=True, alpha=0.5)[source]

PyALAF.acfn_discrete.GSx(I_act, grid)[source]

PyALAF.acfn_discrete.GSy(mean, ys)[source]

PyALAF.acfn_discrete.IDEAL(I_act, grid, mean, y_true, alpha=1)[source]

PyALAF.acfn_discrete.POI(f, uncertainty, opt, alpha, max=True)[source]

PyALAF.acfn_discrete.QBC(x, models)[source]

PyALAF.acfn_discrete.SGSx(I_act, grid, std, alpha=0.5)[source]

PyALAF.acfn_discrete.UCB(f, uncertainty, alpha=0.5)[source]

PyALAF.acfn_discrete.UIDAL(I_act, grid, uncertainty, alpha=1)[source]

PyALAF.acfn_discrete.iGS(I_act, grid, mean, ys)[source]