Reorders and some reindentation
This commit is contained in:
parent
9ff9be2f49
commit
e35cf51476
@ -1,38 +1,34 @@
|
||||
|
||||
:- module(clpbn, [{}/1,
|
||||
:- module(clpbn,
|
||||
[{}/1,
|
||||
clpbn_flag/2,
|
||||
set_clpbn_flag/2,
|
||||
clpbn_flag/3,
|
||||
clpbn_key/2,
|
||||
clpbn_init_graph/1,
|
||||
clpbn_init_solver/4,
|
||||
clpbn_run_solver/3,
|
||||
clpbn_finalize_solver/1,
|
||||
pfl_init_solver/5,
|
||||
pfl_run_solver/3,
|
||||
clpbn_finalize_solver/1,
|
||||
clpbn_init_graph/1,
|
||||
probability/2,
|
||||
conditional_probability/3,
|
||||
use_parfactors/1,
|
||||
op( 500, xfy, with)]).
|
||||
op(500, xfy, with)
|
||||
]).
|
||||
|
||||
:- use_module(library(atts)).
|
||||
|
||||
:- use_module(library(bhash)).
|
||||
|
||||
:- use_module(library(lists)).
|
||||
|
||||
:- use_module(library(terms)).
|
||||
|
||||
:- use_module(library(maplist)).
|
||||
|
||||
%
|
||||
% avoid the overhead of using goal_expansion/2.
|
||||
%
|
||||
:- multifile
|
||||
user:term_expansion/2.
|
||||
|
||||
:- dynamic
|
||||
user:term_expansion/2.
|
||||
|
||||
:- attribute key/1, dist/2, evidence/1.
|
||||
|
||||
|
||||
:- use_module('clpbn/ve',
|
||||
[ve/3,
|
||||
check_if_ve_done/1,
|
||||
@ -43,6 +39,39 @@
|
||||
call_ve_ground_solver/6
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/jt',
|
||||
[jt/3,
|
||||
init_jt_solver/4,
|
||||
run_jt_solver/3
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/bdd',
|
||||
[bdd/3,
|
||||
init_bdd_solver/4,
|
||||
run_bdd_solver/3,
|
||||
init_bdd_ground_solver/5,
|
||||
run_bdd_ground_solver/3,
|
||||
call_bdd_ground_solver/6
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/gibbs',
|
||||
[gibbs/3,
|
||||
check_if_gibbs_done/1,
|
||||
init_gibbs_solver/4,
|
||||
run_gibbs_solver/3
|
||||
]).
|
||||
|
||||
%% :- use_module('clpbn/bnt',
|
||||
%% [do_bnt/3,
|
||||
%% check_if_bnt_done/1
|
||||
%% ]).
|
||||
|
||||
:- use_module('clpbn/pgrammar',
|
||||
[init_pcg_solver/4,
|
||||
run_pcg_solver/3,
|
||||
pcg_init_graph/0
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/horus_ground',
|
||||
[call_horus_ground_solver/6,
|
||||
check_if_horus_ground_solver_done/1,
|
||||
@ -59,47 +88,8 @@
|
||||
finalize_horus_lifted_solver/1
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/jt',
|
||||
[jt/3,
|
||||
init_jt_solver/4,
|
||||
run_jt_solver/3
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/bdd',
|
||||
[bdd/3,
|
||||
init_bdd_solver/4,
|
||||
run_bdd_solver/3,
|
||||
init_bdd_ground_solver/5,
|
||||
run_bdd_ground_solver/3,
|
||||
call_bdd_ground_solver/6
|
||||
]).
|
||||
|
||||
%% :- use_module('clpbn/bnt',
|
||||
%% [do_bnt/3,
|
||||
%% check_if_bnt_done/1
|
||||
%% ]).
|
||||
|
||||
:- use_module('clpbn/gibbs',
|
||||
[gibbs/3,
|
||||
check_if_gibbs_done/1,
|
||||
init_gibbs_solver/4,
|
||||
run_gibbs_solver/3
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/pgrammar',
|
||||
[init_pcg_solver/4,
|
||||
run_pcg_solver/3,
|
||||
pcg_init_graph/0
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/graphs',
|
||||
[
|
||||
clpbn2graph/1
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/dists',
|
||||
[
|
||||
dist/4,
|
||||
[dist/4,
|
||||
get_dist/4,
|
||||
get_evidence_position/3,
|
||||
get_evidence_from_position/3,
|
||||
@ -107,33 +97,47 @@
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/evidence',
|
||||
[
|
||||
store_evidence/1,
|
||||
[store_evidence/1,
|
||||
add_stored_evidence/2,
|
||||
incorporate_evidence/2,
|
||||
check_stored_evidence/2,
|
||||
put_evidence/2
|
||||
]).
|
||||
|
||||
:- use_module('clpbn/ground_factors',
|
||||
[generate_network/5]).
|
||||
|
||||
:- use_module('clpbn/utils',
|
||||
[
|
||||
sort_vars_by_key/3
|
||||
]).
|
||||
[sort_vars_by_key/3]).
|
||||
|
||||
:- use_module('clpbn/graphs',
|
||||
[clpbn2graph/1]).
|
||||
|
||||
:- use_module('clpbn/graphviz',
|
||||
[clpbn2gviz/4]).
|
||||
|
||||
:- use_module(clpbn/ground_factors,
|
||||
[generate_network/5]).
|
||||
|
||||
%
|
||||
% avoid the overhead of using goal_expansion/2.
|
||||
%
|
||||
:- multifile user:term_expansion/2.
|
||||
|
||||
:- dynamic solver/1,output/1,use/1,suppress_attribute_display/1, parameter_softening/1, em_solver/1, use_parfactors/1.
|
||||
:- dynamic user:term_expansion/2.
|
||||
|
||||
solver(ve).
|
||||
em_solver(bp).
|
||||
:- dynamic
|
||||
solver/1,
|
||||
output/1,
|
||||
use/1,
|
||||
suppress_attribute_display/1,
|
||||
parameter_softening/1,
|
||||
em_solver/1,
|
||||
use_parfactors/1.
|
||||
|
||||
:- meta_predicate probability(:,-), conditional_probability(:,:,-).
|
||||
|
||||
|
||||
solver(ve).
|
||||
em_solver(bp).
|
||||
%output(xbif(user_error)).
|
||||
%output(gviz(user_error)).
|
||||
output(no).
|
||||
@ -141,6 +145,7 @@ suppress_attribute_display(false).
|
||||
parameter_softening(m_estimate(10)).
|
||||
use_parfactors(off).
|
||||
|
||||
|
||||
clpbn_flag(Flag,Option) :-
|
||||
clpbn_flag(Flag, Option, Option).
|
||||
|
||||
@ -182,7 +187,7 @@ clpbn_flag(use_factors,Before,After) :-
|
||||
dist(Dist, DistInfo, Key, Parents),
|
||||
add_evidence(Var,Key,DistInfo,El)
|
||||
% ,writeln({Var = Key with Dist})
|
||||
.
|
||||
.
|
||||
|
||||
%
|
||||
% make sure a query variable is reachable by the garbage collector.
|
||||
@ -332,7 +337,6 @@ write_out(bdd, GVars, AVars, DiffVars) :-
|
||||
bdd(GVars, AVars, DiffVars).
|
||||
write_out(bp, _GVars, _AVars, _DiffVars) :-
|
||||
writeln('interface not supported any longer').
|
||||
%bp(GVars, AVars, DiffVars).
|
||||
write_out(gibbs, GVars, AVars, DiffVars) :-
|
||||
gibbs(GVars, AVars, DiffVars).
|
||||
write_out(bnt, GVars, AVars, DiffVars) :-
|
||||
@ -530,6 +534,15 @@ user:term_expansion((A :- {}), ( :- true )) :- !, % evidence
|
||||
clpbn_key(Var,Key) :-
|
||||
get_atts(Var, [key(Key)]).
|
||||
|
||||
|
||||
%
|
||||
% only useful for probabilistic context free grammars
|
||||
%
|
||||
clpbn_init_graph(pcg) :- !,
|
||||
pcg_init_graph.
|
||||
clpbn_init_graph(_).
|
||||
|
||||
|
||||
%
|
||||
% This is a routine to start a solver, called by the learning procedures (ie, em).
|
||||
% LVs is a list of lists of variables one is interested in eventually marginalising out
|
||||
@ -544,14 +557,19 @@ clpbn_init_solver(LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
|
||||
clpbn_init_solver(gibbs, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
init_gibbs_solver(LVs, Vs0, VarsWithUnboundKeys, State).
|
||||
|
||||
clpbn_init_solver(ve, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
init_ve_solver(LVs, Vs0, VarsWithUnboundKeys, State).
|
||||
|
||||
clpbn_init_solver(bp, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
init_horus_ground_solver(LVs, Vs0, VarsWithUnboundKeys, State).
|
||||
|
||||
clpbn_init_solver(jt, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
init_jt_solver(LVs, Vs0, VarsWithUnboundKeys, State).
|
||||
|
||||
clpbn_init_solver(bdd, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
init_bdd_solver(LVs, Vs0, VarsWithUnboundKeys, State).
|
||||
|
||||
clpbn_init_solver(pcg, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
init_pcg_solver(LVs, Vs0, VarsWithUnboundKeys, State).
|
||||
|
||||
@ -560,7 +578,6 @@ clpbn_init_solver(pcg, LVs, Vs0, VarsWithUnboundKeys, State) :-
|
||||
% Vs is the full graph
|
||||
% Ps are the probabilities on LVs.
|
||||
%
|
||||
%
|
||||
clpbn_run_solver(LVs, LPs, State) :-
|
||||
solver(Solver),
|
||||
clpbn_run_solver(Solver, LVs, LPs, State).
|
||||
@ -583,6 +600,13 @@ clpbn_run_solver(bdd, LVs, LPs, State) :-
|
||||
clpbn_run_solver(pcg, LVs, LPs, State) :-
|
||||
run_pcg_solver(LVs, LPs, State).
|
||||
|
||||
clpbn_finalize_solver(State) :-
|
||||
solver(bp), !,
|
||||
functor(State, _, Last),
|
||||
arg(Last, State, Info),
|
||||
finalize_horus_ground_solver(Info).
|
||||
clpbn_finalize_solver(_State).
|
||||
|
||||
|
||||
%
|
||||
% This is a routine to start a solver, called by the learning procedures (ie, em).
|
||||
@ -637,19 +661,6 @@ pfl_run_solver(LVs, LPs, State, cbp) :- !,
|
||||
|
||||
add_keys(Key1+V1,_Key2,Key1+V1).
|
||||
|
||||
%
|
||||
% only useful for probabilistic context free grammars
|
||||
%
|
||||
clpbn_init_graph(pcg) :- !,
|
||||
pcg_init_graph.
|
||||
clpbn_init_graph(_).
|
||||
|
||||
clpbn_finalize_solver(State) :-
|
||||
solver(bp), !,
|
||||
functor(State, _, Last),
|
||||
arg(Last, State, Info),
|
||||
finalize_horus_ground_solver(Info).
|
||||
clpbn_finalize_solver(_State).
|
||||
|
||||
probability(Goal, Prob) :-
|
||||
findall(Prob, do_probability(Goal, [], Prob), [Prob]).
|
||||
|
@ -12,6 +12,8 @@
|
||||
|
||||
:- use_module(library(maplist)).
|
||||
|
||||
:- use_module(library(atts)).
|
||||
|
||||
:- attribute posterior/4.
|
||||
|
||||
|
||||
|
@ -1,40 +1,34 @@
|
||||
|
||||
%parfactor(
|
||||
% [ability(P),grade(C,S), satisfaction(C,S,P)],
|
||||
% \phi = [....],
|
||||
% [P,C,S],
|
||||
% [P \in [p1,p2,p4], C \in [c1,c3], S \in [s2,s3]]).
|
||||
% [S \= s2])
|
||||
|
||||
|
||||
:- module(pfl_ground_factors, [
|
||||
generate_network/5,
|
||||
:- module(pfl_ground_factors,
|
||||
[generate_network/5,
|
||||
f/3
|
||||
]).
|
||||
|
||||
:- use_module(library(bhash), [
|
||||
b_hash_new/1,
|
||||
:- use_module(library(bhash),
|
||||
[b_hash_new/1,
|
||||
b_hash_lookup/3,
|
||||
b_hash_insert/4,
|
||||
b_hash_to_list/2]).
|
||||
b_hash_to_list/2
|
||||
]).
|
||||
|
||||
:- use_module(library(lists), [
|
||||
delete/3,
|
||||
nth0/3,
|
||||
member/2]).
|
||||
:- use_module(library(lists),
|
||||
[member/2]).
|
||||
|
||||
:- use_module(library(maplist)).
|
||||
|
||||
:- use_module(library(pfl), [
|
||||
factor/6,
|
||||
:- use_module(library(atts)).
|
||||
|
||||
:- use_module(library(pfl),
|
||||
[factor/6,
|
||||
defined_in_factor/2,
|
||||
skolem/2]).
|
||||
skolem/2
|
||||
]).
|
||||
|
||||
:- use_module(library(clpbn/aggregates), [
|
||||
avg_factors/5]).
|
||||
:- use_module(library(clpbn/aggregates),
|
||||
[avg_factors/5]).
|
||||
|
||||
:- use_module(library(clpbn/dists), [
|
||||
dist/4]).
|
||||
:- use_module(library(clpbn/dists),
|
||||
[dist/4]).
|
||||
|
||||
:- dynamic currently_defined/1, queue/1, f/4.
|
||||
|
||||
@ -140,7 +134,8 @@ do_propagate(_K) :-
|
||||
|
||||
add_factor(factor(Type, Id, Ks, _, _Phi, Constraints), NKs) :-
|
||||
% writeln(+Ks),
|
||||
( Ks = [K,Els], var(Els)
|
||||
(
|
||||
Ks = [K,Els], var(Els)
|
||||
->
|
||||
% aggregate factor
|
||||
once(run(Constraints)),
|
||||
|
@ -34,7 +34,7 @@
|
||||
:- use_module(library('clpbn/display'),
|
||||
[clpbn_bind_vals/3]).
|
||||
|
||||
:- use_module(library(clpbn/numbers)).
|
||||
:- use_module(library('clpbn/numbers')).
|
||||
|
||||
:- use_module(library(charsio),
|
||||
[term_to_atom/2]).
|
||||
|
@ -22,7 +22,7 @@
|
||||
run_ve_ground_solver/3,
|
||||
call_ve_ground_solver/6]).
|
||||
|
||||
:- attribute size/1, all_diffs/1.
|
||||
:- use_module(library(atts)).
|
||||
|
||||
:- use_module(library(ordsets),
|
||||
[ord_union/3,
|
||||
@ -73,6 +73,8 @@
|
||||
:- use_module(library('clpbn/aggregates'),
|
||||
[check_for_agg_vars/2]).
|
||||
|
||||
:- attribute size/1, all_diffs/1.
|
||||
|
||||
%
|
||||
% uses a bipartite graph where bigraph(Vs, NFs, Fs)
|
||||
% Vs=map variables to lists of factors
|
||||
|
@ -4,24 +4,21 @@
|
||||
|
||||
:- module(clpbn_em, [em/5]).
|
||||
|
||||
:- use_module(library(lists),
|
||||
[append/3,
|
||||
delete/3]).
|
||||
|
||||
:- reexport(library(clpbn),
|
||||
[
|
||||
clpbn_flag/2,
|
||||
clpbn_flag/3]).
|
||||
[clpbn_flag/2,
|
||||
clpbn_flag/3
|
||||
]).
|
||||
|
||||
:- use_module(library(clpbn),
|
||||
[clpbn_init_graph/1,
|
||||
clpbn_init_solver/4,
|
||||
clpbn_run_solver/3,
|
||||
clpbn_finalize_solver/1,
|
||||
pfl_init_solver/5,
|
||||
pfl_run_solver/3,
|
||||
clpbn_finalize_solver/1,
|
||||
conditional_probability/3,
|
||||
clpbn_flag/2]).
|
||||
clpbn_flag/2
|
||||
]).
|
||||
|
||||
:- use_module(library('clpbn/dists'),
|
||||
[get_dist_domain_size/2,
|
||||
@ -29,42 +26,49 @@
|
||||
dist_new_table/2,
|
||||
get_dist_key/2,
|
||||
randomise_all_dists/0,
|
||||
uniformise_all_dists/0]).
|
||||
uniformise_all_dists/0
|
||||
]).
|
||||
|
||||
:- use_module(library(clpbn/ground_factors),
|
||||
:- use_module(library('clpbn/ground_factors'),
|
||||
[generate_network/5,
|
||||
f/3]).
|
||||
f/3
|
||||
]).
|
||||
|
||||
:- use_module(library(bhash), [
|
||||
b_hash_new/1,
|
||||
b_hash_lookup/3,
|
||||
b_hash_insert/4]).
|
||||
:- use_module(library('clpbn/utils'),
|
||||
[check_for_hidden_vars/3,
|
||||
sort_vars_by_key/3
|
||||
]).
|
||||
|
||||
:- use_module(library('clpbn/learning/learn_utils'),
|
||||
[run_all/1,
|
||||
clpbn_vars/2,
|
||||
normalise_counts/2,
|
||||
compute_likelihood/3,
|
||||
soften_sample/2]).
|
||||
soften_sample/2
|
||||
]).
|
||||
|
||||
:- use_module(library(bhash),
|
||||
[b_hash_new/1,
|
||||
b_hash_lookup/3,
|
||||
b_hash_insert/4
|
||||
]).
|
||||
|
||||
:- use_module(library(matrix),
|
||||
[matrix_add/3,
|
||||
matrix_to_list/2
|
||||
]).
|
||||
|
||||
:- use_module(library(lists),
|
||||
[member/2]).
|
||||
|
||||
:- use_module(library(maplist)).
|
||||
|
||||
:- use_module(library(matrix),
|
||||
[matrix_add/3,
|
||||
matrix_to_list/2]).
|
||||
|
||||
:- use_module(library(rbtrees),
|
||||
[rb_new/1,
|
||||
rb_insert/4,
|
||||
rb_lookup/3]).
|
||||
rb_lookup/3
|
||||
]).
|
||||
|
||||
:- use_module(library(maplist)).
|
||||
|
||||
:- use_module(library('clpbn/utils'),
|
||||
[
|
||||
check_for_hidden_vars/3,
|
||||
sort_vars_by_key/3]).
|
||||
|
||||
:- meta_predicate em(:,+,+,-,-), init_em(:,-).
|
||||
|
||||
@ -101,9 +105,9 @@ init_em(Items, State) :-
|
||||
% randomise_all_dists,
|
||||
% set initial values for distributions
|
||||
uniformise_all_dists,
|
||||
setup_em_network(Items, Solver, State).
|
||||
setup_em_network(Items, State).
|
||||
|
||||
setup_em_network(Items, Solver, state( AllDists, AllDistInstances, MargKeys, SolverState)) :-
|
||||
setup_em_network(Items, state(AllDists, AllDistInstances, MargKeys, SolverState)) :-
|
||||
clpbn:use_parfactors(on), !,
|
||||
% get all variables to marginalise
|
||||
run_examples(Items, Keys, Factors, EList),
|
||||
@ -111,7 +115,7 @@ setup_em_network(Items, Solver, state( AllDists, AllDistInstances, MargKeys, Sol
|
||||
generate_dists(Factors, EList, AllDists, AllDistInstances, MargKeys),
|
||||
% setup solver, if necessary
|
||||
pfl_init_solver(MargKeys, Keys, Factors, EList, SolverState).
|
||||
setup_em_network(Items, Solver, state( AllDists, AllDistInstances, MargVars, SolverVars)) :-
|
||||
setup_em_network(Items, state(AllDists, AllDistInstances, MargVars, SolverState)) :-
|
||||
% create the ground network
|
||||
call_run_all(Items),
|
||||
% get all variables to marginalise
|
||||
@ -121,7 +125,7 @@ setup_em_network(Items, Solver, state( AllDists, AllDistInstances, MargVars, Sol
|
||||
% remove variables that do not have to do with this query.
|
||||
different_dists(AllVars, AllDists, AllDistInstances, MargVars),
|
||||
% setup solver by doing parameter independent work.
|
||||
clpbn_init_solver(MargVars, AllVars, _, SolverVars).
|
||||
clpbn_init_solver(MargVars, AllVars, _, SolverState).
|
||||
|
||||
run_examples(user:Exs, Keys, Factors, EList) :-
|
||||
Exs = [_:_|_], !,
|
||||
|
@ -1,10 +1,10 @@
|
||||
%
|
||||
% This module defines PFL, the prolog factor language.
|
||||
% This module defines PFL, the Prolog Factor Language.
|
||||
%
|
||||
%
|
||||
|
||||
:- module(pfl, [
|
||||
op(550,yfx,@),
|
||||
:- module(pfl,
|
||||
[op(550,yfx,@),
|
||||
op(550,yfx,::),
|
||||
op(1150,fx,bayes),
|
||||
op(1150,fx,markov),
|
||||
@ -24,7 +24,8 @@
|
||||
set_clpbn_flag/2 as set_pfl_flag,
|
||||
conditional_probability/3,
|
||||
pfl_init_solver/5,
|
||||
pfl_run_solver/3]).
|
||||
pfl_run_solver/3
|
||||
]).
|
||||
|
||||
:- reexport(library(clpbn/horus),
|
||||
[set_solver/1]).
|
||||
@ -32,7 +33,6 @@
|
||||
:- reexport(library(clpbn/aggregates),
|
||||
[avg_factors/5]).
|
||||
|
||||
|
||||
:- ( % if clp(bn) has done loading, we're top-level
|
||||
predicate_property(set_pfl_flag(_,_), imported_from(clpbn))
|
||||
->
|
||||
@ -44,11 +44,13 @@
|
||||
true
|
||||
).
|
||||
|
||||
:- use_module(library(atts)).
|
||||
|
||||
:- use_module(library(lists),
|
||||
[nth0/3,
|
||||
append/3,
|
||||
member/2]).
|
||||
member/2
|
||||
]).
|
||||
|
||||
:- dynamic factor/6, skolem_in/2, skolem/2, preprocess/3, evidence/2, id/1.
|
||||
|
||||
|
Reference in New Issue
Block a user