AI-FANN
view release on metacpan or search on metacpan
/* normalized names for train_data methods */
#define fann_train_data_create_from_file fann_read_train_from_file
#define fann_train_data_shuffle fann_shuffle_train_data
#define fann_train_data_scale_input fann_scale_input_train_data
#define fann_train_data_scale_output fann_scale_output_train_data
#define fann_train_data_scale fann_scale_train_data
#define fann_train_data_merge fann_merge_train_data
#define fann_train_data_subset fann_subset_train_data
#define fann_train_data_length fann_length_train_data
#define fann_train_data_num_input fann_num_input_train_data
#define fann_train_data_num_output fann_num_output_train_data
#define fann_train_data_save fann_save_train
MODULE = AI::FANN PACKAGE = AI::FANN PREFIX = fann_
PROTOTYPES: DISABLE
BOOT:
void
fann_train_data_scale(self, new_min, new_max)
struct fann_train_data *self;
fann_type new_min;
fann_type new_max;
CLEANUP:
_check_error(aTHX_ (struct fann_error *)self);
struct fann_train_data*
fann_train_data_subset(self, pos, length)
struct fann_train_data *self;
unsigned int pos;
unsigned int length;
CLEANUP:
_check_error(aTHX_ (struct fann_error *)self);
_check_error(aTHX_ (struct fann_error *)RETVAL);
INCLUDE: accessors.xsh
Makefile.PL view on Meta::CPAN
ABSTRACT_FROM => 'lib/AI/FANN.pm',
AUTHOR => 'Salvador Fandiño <sfandino@yahoo.com>',
LIBS => ["${fann_lib}-ldoublefann"],
DEFINE => '',
INC => "${fann_inc}-I.",
OBJECT => '$(BASEEXT)$(OBJ_EXT) morefann$(OBJ_EXT)',
#OPTIMIZE => '-g -O0',
depend => { '$(BASEEXT).c' => 'constants.h accessors.xsh' }
);
sub MY::postamble {
return <<MAKE_FRAG
constants.h: genconstants
\t\$(PERL) genconstants > constants.h
accessors.xsh: genaccessors
\t\$(PERL) genaccessors > accessors.xsh
MAKE_FRAG
genaccessors view on Meta::CPAN
#!/usr/bin/perl
use strict;
use warnings;
$| = 1;
my %struct = ( 'AI::FANN' => 'struct fann *',
'AI::FANN::TrainData' => 'struct fann_train_data *' );
sub accessor {
my ($name, $type, $getter, $setter, @ixs) = @_;
my ($package, $method) = $name =~ /^(?:(.*)::)?(.*)$/
or die "wrong accessor name $name";
$package = $package ? "AI::FANN::$package" : 'AI::FANN';
my $struct = $struct{$package}
or die "wrong package name $package";
push @ixs, 'value' unless grep /^value$/, @ixs;
lib/AI/FANN.pm view on Meta::CPAN
our %EXPORT_TAGS = ( 'all' => [ @constants ] );
our @EXPORT_OK = ( @{ $EXPORT_TAGS{'all'} } );
require constant;
for my $constant (@constants) {
constant->import($constant, $constant);
}
}
sub num_neurons {
@_ == 1 or croak "Usage: AI::FANN::get_neurons(self)";
my $self = shift;
if (wantarray) {
map { $self->layer_num_neurons($_) } (0 .. $self->num_layers - 1);
}
else {
$self->total_neurons;
}
lib/AI/FANN.pm view on Meta::CPAN
=head1 CONSTANTS
All the constants defined in the C documentation are exported from the module:
# import all...
use AI::FANN ':all';
# or individual constants...
use AI::FANN qw(FANN_TRAIN_INCREMENTAL FANN_GAUSSIAN);
The values returned from this constant subs yield the integer value on
numerical context and the constant name when used as strings.
The constants available are:
# enum fann_train_enum:
FANN_TRAIN_INCREMENTAL
FANN_TRAIN_BATCH
FANN_TRAIN_RPROP
FANN_TRAIN_QUICKPROP
lib/AI/FANN.pm view on Meta::CPAN
-
=item $train->scale_output($new_min, $new_max)
-
=item $train->scale($new_min, $new_max)
-
=item $train->subset($pos, $length)
-
=item $train->num_inputs
-
=item $train->num_outputs
-
PERL_MAGIC_overload|5.007002||p
PERL_MAGIC_pos|5.007002||p
PERL_MAGIC_qr|5.007002||p
PERL_MAGIC_regdata|5.007002||p
PERL_MAGIC_regdatum|5.007002||p
PERL_MAGIC_regex_global|5.007002||p
PERL_MAGIC_shared_scalar|5.007003||p
PERL_MAGIC_shared|5.007003||p
PERL_MAGIC_sigelem|5.007002||p
PERL_MAGIC_sig|5.007002||p
PERL_MAGIC_substr|5.007002||p
PERL_MAGIC_sv|5.007002||p
PERL_MAGIC_taint|5.007002||p
PERL_MAGIC_tiedelem|5.007002||p
PERL_MAGIC_tiedscalar|5.007002||p
PERL_MAGIC_tied|5.007002||p
PERL_MAGIC_utf8|5.008001||p
PERL_MAGIC_uvar_elem|5.007003||p
PERL_MAGIC_uvar|5.007002||p
PERL_MAGIC_vec|5.007002||p
PERL_MAGIC_vstring|5.008001||p
PERL_UNUSED_DECL|5.007002||p
PERL_UNUSED_VAR|5.007002||p
PERL_UQUAD_MAX|5.004000||p
PERL_UQUAD_MIN|5.004000||p
PERL_USE_GCC_BRACE_GROUPS|5.009004||p
PERL_USHORT_MAX|5.004000||p
PERL_USHORT_MIN|5.004000||p
PERL_VERSION|5.006000||p
PL_DBsignal|5.005000||p
PL_DBsingle|||pn
PL_DBsub|||pn
PL_DBtrace|||pn
PL_Sv|5.005000||p
PL_compiling|5.004050||p
PL_copline|5.009005||p
PL_curcop|5.004050||p
PL_curstash|5.004050||p
PL_debstash|5.004050||p
PL_defgv|5.004050||p
PL_diehook|5.004050||p
PL_dirty|5.004050||p
ck_retarget|||
ck_return|||
ck_rfun|||
ck_rvconst|||
ck_sassign|||
ck_select|||
ck_shift|||
ck_sort|||
ck_spair|||
ck_split|||
ck_subr|||
ck_substr|||
ck_svconst|||
ck_trunc|||
ck_unpack|||
ckwarn_d||5.009003|
ckwarn||5.009003|
cl_and|||n
cl_anything|||n
cl_init_zero|||n
cl_init|||n
cl_is_anything|||n
dofindlabel|||
doform|||
doing_taint||5.008001|n
dooneliner|||
doopen_pm|||
doparseform|||
dopoptoeval|||
dopoptogiven|||
dopoptolabel|||
dopoptoloop|||
dopoptosub_at|||
dopoptosub|||
dopoptowhen|||
doref||5.009003|
dounwind|||
dowantarray|||
dump_all||5.006000|
dump_eval||5.006000|
dump_exec_pos|||
dump_fds|||
dump_form||5.006000|
dump_indent||5.006000|v
dump_mstats|||
dump_packsubs||5.006000|
dump_sub||5.006000|
dump_sv_child|||
dump_trie_interim_list|||
dump_trie_interim_table|||
dump_trie|||
dump_vindent||5.006000|
dumpuntil|||
dup_attrlist|||
emulate_cop_io|||
emulate_eaccess|||
eval_pv|5.006000||p
expect_number|||
fbm_compile||5.005000|
fbm_instr||5.005000|
fd_on_nosuid_fs|||
feature_is_enabled|||
filter_add|||
filter_del|||
filter_gets|||
filter_read|||
find_and_forget_pmops|||
find_array_subscript|||
find_beginning|||
find_byclass|||
find_hash_subscript|||
find_in_my_stash|||
find_runcv||5.008001|
find_rundefsvoffset||5.009002|
find_script|||
find_uninit_var|||
first_symbol|||n
fold_constants|||
forbid_setid|||
force_ident|||
force_list|||
fprintf_nocontext|||vn
free_global_struct|||
free_tied_hv_pool|||
free_tmps|||
gen_constant_list|||
get_arena|||
get_av|5.006000||p
get_context||5.006000|n
get_cvn_flags||5.009005|
get_cv|5.006000||p
get_db_sub|||
get_debug_opts|||
get_hash_seed|||
get_hv|5.006000||p
get_mstats|||
get_no_modify|||
get_num|||
get_op_descs||5.005000|
get_op_names||5.005000|
get_opargs|||
get_ppaddr||5.006000|
isALPHA|||
isDIGIT|||
isLOWER|||
isSPACE|||
isUPPER|||
is_an_int|||
is_gv_magical_sv|||
is_gv_magical|||
is_handle_constructor|||n
is_list_assignment|||
is_lvalue_sub||5.007001|
is_uni_alnum_lc||5.006000|
is_uni_alnumc_lc||5.006000|
is_uni_alnumc||5.006000|
is_uni_alnum||5.006000|
is_uni_alpha_lc||5.006000|
is_uni_alpha||5.006000|
is_uni_ascii_lc||5.006000|
is_uni_ascii||5.006000|
is_uni_cntrl_lc||5.006000|
is_uni_cntrl||5.006000|
magic_existspack|||
magic_freearylen_p|||
magic_freeovrld|||
magic_freeregexp|||
magic_getarylen|||
magic_getdefelem|||
magic_getnkeys|||
magic_getpack|||
magic_getpos|||
magic_getsig|||
magic_getsubstr|||
magic_gettaint|||
magic_getuvar|||
magic_getvec|||
magic_get|||
magic_killbackrefs|||
magic_len|||
magic_methcall|||
magic_methpack|||
magic_nextpack|||
magic_regdata_cnt|||
magic_setfm|||
magic_setglob|||
magic_sethint|||
magic_setisa|||
magic_setmglob|||
magic_setnkeys|||
magic_setpack|||
magic_setpos|||
magic_setregexp|||
magic_setsig|||
magic_setsubstr|||
magic_settaint|||
magic_setutf8|||
magic_setuvar|||
magic_setvec|||
magic_set|||
magic_sizepack|||
magic_wipepack|||
magicname|||
make_matcher|||
make_trie_failtable|||
scan_const|||
scan_formline|||
scan_heredoc|||
scan_hex|||
scan_ident|||
scan_inputsymbol|||
scan_num||5.007001|
scan_oct|||
scan_pat|||
scan_str|||
scan_subst|||
scan_trans|||
scan_version||5.009001|
scan_vstring||5.009005|
scan_word|||
scope|||
screaminstr||5.005000|
seed||5.008001|
sequence_num|||
sequence_tail|||
sequence|||
share_hek||5.004000|
si_dup|||
sighandler|||n
simplify_sort|||
skipspace0|||
skipspace1|||
skipspace2|||
skipspace|||
softref2xv|||
sortcv_stacked|||
sortcv_xsub|||
sortcv|||
sortsv_flags||5.009003|
sortsv||5.007003|
space_join_names_mortal|||
ss_dup|||
stack_grow|||
start_force|||
start_glob|||
start_subparse||5.004000|
stashpv_hvname_match||5.009005|
stdize_locale|||
strEQ|||
strGE|||
strGT|||
strLE|||
strLT|||
strNE|||
str_to_version||5.006000|
strip_return|||
strnEQ|||
strnNE|||
study_chunk|||
sub_crush_depth|||
sublex_done|||
sublex_push|||
sublex_start|||
sv_2bool|||
sv_2cv|||
sv_2io|||
sv_2iuv_common|||
sv_2iuv_non_preserve|||
sv_2iv_flags||5.009001|
sv_2iv|||
sv_2mortal|||
sv_2nv|||
sv_2pv_flags|5.007002||p
swash_get|||
swash_init||5.006000|
sys_intern_clear|||
sys_intern_dup|||
sys_intern_init|||
taint_env|||
taint_proper|||
tmps_grow||5.006000|
toLOWER|||
toUPPER|||
to_byte_substr|||
to_uni_fold||5.007003|
to_uni_lower_lc||5.006000|
to_uni_lower||5.007003|
to_uni_title_lc||5.006000|
to_uni_title||5.007003|
to_uni_upper_lc||5.006000|
to_uni_upper||5.007003|
to_utf8_case||5.007003|
to_utf8_fold||5.007003|
to_utf8_lower||5.007003|
to_utf8_substr|||
to_utf8_title||5.007003|
to_utf8_upper||5.007003|
token_free|||
token_getmad|||
tokenize_use|||
tokeq|||
tokereport|||
too_few_arguments|||
too_many_arguments|||
uiv_2buf|||n
warn|||v
watch|||
whichsig|||
write_no_mem|||
write_to_stderr|||
xmldump_all|||
xmldump_attr|||
xmldump_eval|||
xmldump_form|||
xmldump_indent|||v
xmldump_packsubs|||
xmldump_sub|||
xmldump_vindent|||
yyerror|||
yylex|||
yyparse|||
yywarn|||
);
if (exists $opt{'list-unsupported'}) {
my $f;
for $f (sort { lc $a cmp lc $b } keys %API) {
}
exit 0;
}
# Scan for possible replacement candidates
my(%replace, %need, %hints, %warnings, %depends);
my $replace = 0;
my($hint, $define, $function);
sub find_api
{
my $code = shift;
$code =~ s{
/ (?: \*[^*]*\*+(?:[^$ccs][^*]*\*+)* / | /[^\r\n]*)
| "[^"\\]*(?:\\.[^"\\]*)*"
| '[^'\\]*(?:\\.[^'\\]*)*' }{}egsx;
grep { exists $API{$_} } $code =~ /(\w+)/mg;
}
while (<DATA>) {
else {
my @new = grep { -f } glob $_
or warn "'$_' does not exist.\n";
push @files, grep { !$seen{$_}++ } @new;
}
}
}
else {
eval {
require File::Find;
File::Find::find(sub {
$File::Find::name =~ /($srcext)$/i
and push @files, $File::Find::name;
}, '.');
};
if ($@) {
@files = map { glob "*$_" } @srcext;
}
}
if (!@ARGV || $opt{filter}) {
else {
info("Looks good");
}
}
close PATCH if $patch_opened;
exit 0;
sub try_use { eval "use @_;"; return $@ eq '' }
sub mydiff
{
local *F = shift;
my($file, $str) = @_;
my $diff;
if (exists $opt{diff}) {
$diff = run_diff($opt{diff}, $file, $str);
}
if (!defined $diff and try_use('Text::Diff')) {
}
if (!defined $diff) {
error("Cannot generate a diff. Please install Text::Diff or use --copy.");
return;
}
print F $diff;
}
sub run_diff
{
my($prog, $file, $str) = @_;
my $tmp = 'dppptemp';
my $suf = 'aaa';
my $diff = '';
local *F;
while (-e "$tmp.$suf") { $suf++ }
$tmp = "$tmp.$suf";
unlink $tmp;
}
else {
error("Cannot open '$tmp' for writing: $!");
}
return undef;
}
sub rec_depend
{
my($func, $seen) = @_;
return () unless exists $depends{$func};
$seen = {%{$seen||{}}};
return () if $seen->{$func}++;
my %s;
grep !$s{$_}++, map { ($_, rec_depend($_, $seen)) } @{$depends{$func}};
}
sub parse_version
{
my $ver = shift;
if ($ver =~ /^(\d+)\.(\d+)\.(\d+)$/) {
return ($1, $2, $3);
}
elsif ($ver !~ /^\d+\.[\d_]+$/) {
die "cannot parse version '$ver'\n";
}
if ($r < 5 || ($r == 5 && $v < 6)) {
if ($s % 10) {
die "cannot parse version '$ver'\n";
}
}
return ($r, $v, $s);
}
sub format_version
{
my $ver = shift;
$ver =~ s/$/000000/;
my($r,$v,$s) = $ver =~ /(\d+)\.(\d{3})(\d{3})/;
$v = int $v;
$s = int $s;
if ($r < 5 || ($r == 5 && $v < 6)) {
$ver = sprintf "%d.%03d", $r, $v;
$s > 0 and $ver .= sprintf "_%02d", $s;
return $ver;
}
return sprintf "%d.%d.%d", $r, $v, $s;
}
sub info
{
$opt{quiet} and return;
print @_, "\n";
}
sub diag
{
$opt{quiet} and return;
$opt{diag} and print @_, "\n";
}
sub warning
{
$opt{quiet} and return;
print "*** ", @_, "\n";
}
sub error
{
print "*** ERROR: ", @_, "\n";
}
my %given_hints;
my %given_warnings;
sub hint
{
$opt{quiet} and return;
my $func = shift;
my $rv = 0;
if (exists $warnings{$func} && !$given_warnings{$func}++) {
my $warn = $warnings{$func};
$warn =~ s!^!*** !mg;
print "*** WARNING: $func\n", $warn;
$rv++;
}
if ($opt{hints} && exists $hints{$func} && !$given_hints{$func}++) {
my $hint = $hints{$func};
$hint =~ s/^/ /mg;
print " --- hint for $func ---\n", $hint;
}
$rv;
}
sub usage
{
my($usage) = do { local(@ARGV,$/)=($0); <> } =~ /^=head\d$HS+SYNOPSIS\s*^(.*?)\s*^=/ms;
my %M = ( 'I' => '*' );
$usage =~ s/^\s*perl\s+\S+/$^X $0/;
$usage =~ s/([A-Z])<([^>]+)>/$M{$1}$2$M{$1}/g;
print <<ENDUSAGE;
Usage: $usage
See perldoc $0 for details.
ENDUSAGE
exit 2;
}
sub strip
{
my $self = do { local(@ARGV,$/)=($0); <> };
my($copy) = $self =~ /^=head\d\s+COPYRIGHT\s*^(.*?)^=\w+/ms;
$copy =~ s/^(?=\S+)/ /gms;
$self =~ s/^$HS+Do NOT edit.*?(?=^-)/$copy/ms;
$self =~ s/^SKIP.*(?=^__DATA__)/SKIP
if (\@ARGV && \$ARGV[0] eq '--unstrip') {
eval { require Devel::PPPort };
\$@ and die "Cannot require Devel::PPPort, please install.\\n";
if (\$Devel::PPPort::VERSION < $VERSION) {
/* Replace: 1 */
# define PL_ppaddr ppaddr
# define PL_no_modify no_modify
/* Replace: 0 */
#endif
#if (PERL_BCDVERSION <= 0x5004005)
/* Replace: 1 */
# define PL_DBsignal DBsignal
# define PL_DBsingle DBsingle
# define PL_DBsub DBsub
# define PL_DBtrace DBtrace
# define PL_Sv Sv
# define PL_compiling compiling
# define PL_copline copline
# define PL_curcop curcop
# define PL_curstash curstash
# define PL_debstash debstash
# define PL_defgv defgv
# define PL_diehook diehook
# define PL_dirty dirty
imop = append_elem(OP_LIST, imop, newSVOP(OP_CONST, 0, sv));
sv = va_arg(*args, SV*);
}
}
{
const line_t ocopline = PL_copline;
COP * const ocurcop = PL_curcop;
const int oexpect = PL_expect;
#if (PERL_BCDVERSION >= 0x5004000)
utilize(!(flags & PERL_LOADMOD_DENY), start_subparse(FALSE, 0),
veop, modname, imop);
#else
utilize(!(flags & PERL_LOADMOD_DENY), start_subparse(),
modname, imop);
#endif
PL_expect = oexpect;
PL_copline = ocopline;
PL_curcop = ocurcop;
}
}
#endif
#endif
line_t oldline = PL_curcop->cop_line;
PL_curcop->cop_line = PL_copline;
PL_hints &= ~HINT_BLOCK_SCOPE;
if (stash)
PL_curstash = PL_curcop->cop_stash = stash;
newSUB(
#if (PERL_BCDVERSION < 0x5003022)
start_subparse(),
#elif (PERL_BCDVERSION == 0x5003022)
start_subparse(0),
#else /* 5.003_23 onwards */
start_subparse(FALSE, 0),
#endif
newSVOP(OP_CONST, 0, newSVpv((char *) name, 0)),
newSVOP(OP_CONST, 0, &PL_sv_no), /* SvPV(&PL_sv_no) == "" -- GMB */
newSTATEOP(0, Nullch, newSVOP(OP_CONST, 0, sv))
);
PL_hints = oldhints;
PL_curcop->cop_stash = old_cop_stash;
PL_curstash = old_curstash;
#endif
#ifndef PERL_MAGIC_vec
# define PERL_MAGIC_vec 'v'
#endif
#ifndef PERL_MAGIC_utf8
# define PERL_MAGIC_utf8 'w'
#endif
#ifndef PERL_MAGIC_substr
# define PERL_MAGIC_substr 'x'
#endif
#ifndef PERL_MAGIC_defelem
# define PERL_MAGIC_defelem 'y'
#endif
#ifndef PERL_MAGIC_glob
# define PERL_MAGIC_glob '*'
#endif
const char *s = start;
STRLEN len = *len_p;
UV value = 0;
NV value_nv = 0;
const UV max_div_8 = UV_MAX / 8;
bool allow_underscores = *flags & PERL_SCAN_ALLOW_UNDERSCORES;
bool overflowed = FALSE;
for (; len-- && *s; s++) {
/* gcc 2.95 optimiser not smart enough to figure that this subtraction
out front allows slicker code. */
int digit = *s - '0';
if (digit >= 0 && digit <= 7) {
/* Write it in this wonky order with a goto to attempt to get the
compiler to make the common case integer-only loop pretty tight.
*/
redo:
if (!overflowed) {
if (value <= max_div_8) {
value = (value << 3) | digit;
samples/ox.pl view on Meta::CPAN
use strict;
use GD;
use AI::FANN qw(:all);
my $num = 500;
my $size = 16;
$| = 1;
sub draw_o {
my ($im, $color) = @_;
my $r = int (0.2 + rand(0.25 * $size));
my $x0 = $r + int rand($size - 2 * $r);
my $y0 = $r + int rand($size - 2 * $r);
$im->arc($x0, $y0, $r, $r, 0, 360, $color);
return 2*$r/$size
}
sub draw_x {
my ($im, $color) = @_;
my $r = int (0.2 + rand(0.25 * $size));
my $x0 = $r + int rand($size - 2 * $r);
my $y0 = $r + int rand($size - 2 * $r);
$im->line($x0-$r, $y0-$r, $x0+$r, $y0+$r, $color);
$im->line($x0-$r, $y0+$r, $x0+$r, $y0-$r, $color);
return 2*$r/$size
}
sub image_to_input {
my ($im, $type) = @_;
my @data;
for my $x (0..$size-1) {
for my $y (0..$size-1) {
push @data, $im->getPixel($x, $y);
}
}
return \@data;
}
sub make_train {
my $train = AI::FANN::TrainData->new_empty($num, $size * $size, 2);
for (0..$num - 1) {
print ".";
my $im = GD::Image->new($size, $size);
my $white = $im->colorAllocate(255,255,255);
my $black = $im->colorAllocate(0,0,0);
my $type = (rand > .5);
my $r = $type ? draw_x($im, $black) : draw_o($im, $black);
$train->data($_, image_to_input($im), [$type, $r]);
}
print "\n";
my $ann = AI::FANN->new_standard(@_);
for (1..40) {
$ann->train_on_data($train, 100, 1, 0.0001);
# $ann->print_connections;
$ann->print_parameters;
$ann->save("ox.ann");
}
}
sub make_test {
my $rep = shift;
my $ann = AI::FANN->new_from_file("ox.ann");
print "ann read\n";
for (0..$rep - 1) {
my $im = GD::Image->new($size, $size);
my $white = $im->colorAllocate(255,255,255);
my $black = $im->colorAllocate(0,0,0);
my $type = (rand > .5);
my $r = $type ? draw_x($im, $black) : draw_o($im, $black);
my $out = $ann->run(image_to_input($im));
( run in 1.573 second using v1.01-cache-2.11-cpan-88abd93f124 )