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anglican.siman

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

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
raw docstring

->entryclj

(->entry choice-id value cont)

Positional factory function for class anglican.siman.entry.

Positional factory function for class anglican.siman.entry.
raw docstring

add-trace-predictclj

(add-trace-predict state)

adds trace as a predict

adds trace as a predict
raw docstring

choice-idclj

(choice-id smp state)

returns a unique idenditifer for sample checkpoint and the updated state

returns a unique idenditifer for sample checkpoint
and the updated state
raw docstring

initial-stateclj

initial state for PGibbs protocol

initial state for PGibbs protocol
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map->entryclj

(map->entry m__7585__auto__)

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

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

next-stateclj

(next-state state entry)

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

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

returns decreased temperature

returns decreased temperature
raw docstring

rdbclj

(rdb trace)

creates random database from trace

creates random database from trace
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record-choiceclj

(record-choice state choice-id value cont)

records random choice in the state

records random choice in the state
raw docstring

utilityclj

(utility state T)

compute utility of state at current temperature

compute utility of state at current temperature
raw docstring

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