anglican.siman — org.clojars.lsaldyt/anglican 1.0.1

MAP estimation via Simulated Annealing Options: :cooling-rate (0.99 by default) - cooling rate, should less than 1 :cooling-schedule (:exponential by default) - cooling schedule, :exponential or :lundy-mees :predict-candidates (false by default) - output all samples rather than those with increasing log-weight

->entry clj

(->entry choice-id value cont)

Positional factory function for class anglican.siman.entry.

add-trace-predict clj

(add-trace-predict state)

adds trace as a predict

choice-id clj

(choice-id smp state)

returns a unique idenditifer for sample checkpoint and the updated state

initial-state clj

initial state for PGibbs protocol

map->entry clj

(map->entry m__7585__auto__)

Factory function for class anglican.siman.entry, taking a map of keywords to field values.

next-state clj

(next-state state entry)

produces next state given current state and the trace entry to resample

next-temperature clj multimethod

returns decreased temperature

rdb clj

(rdb trace)

creates random database from trace

record-choice clj

(record-choice state choice-id value cont)

records random choice in the state

utility clj

(utility state T)

compute utility of state at current temperature