somtr -d <data> -sout <som> [-cout <cldata>] [-top] [-w <wmat>] [-l <layers>] [-md <missing-data>] [-D <dimension>] [-t <type>] [-wght <weighting>] [-c <stop-crit>] [-m <max-iter>] [-L] [-f <corr-layers>] [-r <train-rule>]
partr In addition to somtr:
[-np <threads>]
See section 5.1.1
somcl -s <som> [-w <wmatrix>] -d <data> -cout <cldata> [-md <missing-data>] [-top]
See section 5.1.2
smhsom -s <som> -d <data> -dout <dataout> [-hits <hitfield>] [-max <maxit>]
See section 5.1.3
somlayer -s <som> -fout <field>
See section 5.1.4
somindex -s <som> -dout <data>
See section 5.1.5
psl -s <som> -l <layer> -dout <dataout> -wout <wmatrix> [-dim <dimension>]
ssl -s <som> -l <layer> -d <datain> -sout <new-som>
See section 5.1.6
calcumat -s <som> -d <data> -umat <umat>
grpumat -s <som> -w <weights> -c <groups> -fout <field-out> [-in]
See section 5.1.7
somsprd -s <som> -w <prototypes> -c <core-groups> -cout <results>
See section 5.1.8
somproj -s <som> [-w <wmatrix>] -d <data> -c <cldata> -dout <dataout>
See section 5.1.9
somgrid -s <som> -min <mindef> -max <maxdef> -sca <func> [-dim <dim>] [-d <src-data>] [-dout <data-out>] [-fout <field-out>]
See section 5.1.10
bp -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] -nout <wdata> [-vi <vi-data>] [-vo <vo-data>] [-ef <edata>] [-bs <tstep>] [-em <epochs>] [-one] [-penalty <penalty>]
See section 5.2.1
mbp -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] [-vi <vi-data>] [-vo <vo-data>] -nout <wdata> [-ef <edata>] [-bs <tstep>] [-em <epochs>] [-mom <moment>] [-one] [-penalty <penalty>]
See section 5.2.2
abp -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] [-vi <vi-data>] [-vo <vo-data>] -nout <wdata> [-ef <edata>] [-bs <tstep>] [-em <epochs>] [-mdn <mdown>] [-mup <mup>] [-ac <adapt-cr>] [-one] [-penalty <penalty>]
See section 5.2.3
mlbp -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] [-vi <vi-data>] [-vo <vo-data>] -nout <wdata> [-ef <edata>] [-bs <tstep>] [-em <epochs>] [-mdm <mdown>] [-mup <mup>] [-mom <moment>] [-ac <adapt-cr>] [-one] [-penalty <penalty>]
See section 5.2.4
sabp -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] [-vi <vi-data>] [-vo <vo-data>] -nout <wdata> [-ef <edata>] [-bs <tstep>] [-em <epochs>] [-mdm <mdown>] [-mup <mup>] [-one] [-penalty <penalty>]
See section 5.2.5
rprop -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] [-vi <vi-data>] [-vo <vo-data>] -nout <wdata> [-ef <edata>] [-bs <tstep>] [-em <epochs>] [-mdm <mdown>] [-mup <mup>] [-smin <min-tsl>] [-smax <max-tsl>] [-one] [-penalty <penalty>]
See section 5.2.6
lmbp -di <i-data> -do <o-data> -net <nlayers> <nneu1> ... <nneuN> [-types <s | t | l> ... <s | t | l>] [-ti <ti-data>] [-to <to-data>] [-vi <vi-data>] [-vo <vo-data>] -nout <wdata> [-ef <edata>] [-lamda <lamda>] [-mdm <mdown>] [-mup <mup>] [-one] [-penalty <penalty>]
See section 5.2.7
fbp -d -dout <dataout> -nin <wdata> [-layer <layer>]
See section 5.2.8
classical -d <data> -dout <dataout> -dim <dim> [-pcout <pcdata>]
sammon -d <data> -dout <dataout> -dim <dim> [-eps <stop>] [-ef <efile>] [-imax <imax>] [-dinit <inidata>]
See section 5.3
hclust -sl -al -cl -ce -me -mv -2m -ms -d <datain> -dout <dataout> -cout <cldata> -clvis <clvis> [-cut <layer>] [-verbose ]
See section 5.4.1
kmeans -d <data> -dout <dataout> -cout <cldata> -k <k>
See section 5.4.2
fcm -d <data> -dout <dataout> -cout <cldata> -eps <s-float> -imax <int> -nclu <nclust> [-my <c-float>]
See section 5.4.3