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yap-6.3/packages/CLPBN/clpbn/hmm.yap

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:- module(hmm, [init_hmm/0,
hmm_state/1,
emission/1]).
:- ensure_loaded(library(clpbn)).
:- use_module(library(lists),
[nth/3]).
:- use_module(library(nbhash),
[nb_hash_new/2,
nb_hash_lookup/3,
nb_hash_insert/3
]).
:- ensure_loaded(library(tries)).
:- meta_predicate hmm_state(:).
:- dynamic hmm_tabled/1.
:- attribute emission/1.
:- ensure_loaded(library('clpbn/viterbi')).
init_hmm :-
% retractall(hmm_tabled(_)).
% eraseall(hmm_tabled).
% nb_hash_new(hmm_table, 1000000).
trie_open(Trie), nb_setval(trie,Trie).
hmm_state(Mod:A) :- !, hmm_state(A,Mod).
hmm_state(A) :- prolog_flag(typein_module,Mod), hmm_state(A,Mod).
hmm_state(Mod:N/A,_) :- !,
hmm_state(N/A,Mod).
hmm_state((A,B),Mod) :- !,
hmm_state(A,Mod),
hmm_state(B,Mod).
hmm_state(N/A,Mod) :-
atom_codes(N,[TC|_]),
atom_codes(T,[TC]),
build_args(A,LArgs,KArgs,First,Last),
Key =.. [T|KArgs],
Head =.. [N|LArgs],
asserta_static( (Mod:Head :-
( First > 2 ->
Last = Key, !
;
nb_getval(trie, Trie), trie_check_entry(Trie, Key, _)
->
% leave work for solver!
%
Last = Key, !
;
% first time we saw this entry
nb_getval(trie, Trie), trie_put_entry(Trie, Key, _),
fail
)
)
).
build_args(4,[A,B,C,D],[A,B,C],A,D).
build_args(3, [A,B,C], [A,B],A,C).
build_args(2, [A,B], [A],A,B).
emission(V) :-
put_atts(V,[emission(Prob)]).
cvt_vals(aminoacids,[a, c, d, e, f, g, h, i, k, l, m, n, p, q, r, s, t, v, w, y]).
cvt_vals(bool,[t,f]).
cvt_vals(dna,[a,c,g,t]).
cvt_vals(rna,[a,c,g,u]).
cvt_vals([A|B],[A|B]).
% first, try standard representation
find_probs(Logs,Nth,Log) :-
arg(Nth,Logs,Log).