fastmath.optimization.bo — generateme/fastmath 2.4.0

args clj

args-cont clj

categorical-drop clj

(categorical-drop args pred)

(categorical-drop args k pred)

categorical-keep clj

(categorical-keep args pred)

(categorical-keep args k pred)

continuous-append clj

(continuous-append args pred continuous-vars)

(continuous-append args categorical-var categorical-val continuous-vars)

continuous-append-key clj

(continuous-append-key args categorical-var deps)

continuous-restrict clj

(continuous-restrict args pred continuous-vars)

(continuous-restrict args categorical-var categorical-val continuous-vars)

continuous-restrict-key clj

(continuous-restrict-key args categorical-var deps)

example-data clj

initialize-bo clj

(initialize-bo args)

(initialize-bo args
               {:keys [noise normalize-y? normalize-x? utility-function-type
                       utility-function-params kernel kernel-params kernel-scale
                       optimizer optimizer-params jitter]
                :or {noise 1.0E-5
                     normalize-y? true
                     normalize-x? true
                     utility-function-type :rgp-ucb
                     kernel :mattern-12
                     optimizer :bfgs
                     jitter 0.1}})

prepare-args clj

(prepare-args args)

(prepare-args args append?)

target clj

(target {:keys [clustering d1 d2] :as args})

utility-function clj multimethod