It is a free, open source MATLAB toolbox for symbolic data mining (SDM). It uses a biologically inspired machine learning method called multigene genetic programming (MGGP) as the 'engine' that drives the automatic model discovery process. GPTIPS is an acronym for Genetic Programming Toolbox for the Identification of Physical Systems. GPTIPS is a generic genetic programming toolbox for MATLAB - but the main intention of GPTIPS is to perform symbolic data mining. That is, to allow you to automatically discover empirical symbolic non-linear models from data.

Filename	Size	Update
gptips2\.DS_Store	15364	2015-05-22
gptips2\1554791426813024.xlsx	36994	2019-04-16
gptips2\1556005786142355.xlsx	21470	2019-04-24
gptips2\add3.m	245	2015-05-21
gptips2\bootsample.m	412	2015-05-21
gptips2\comparemodelsREC.m	6818	2015-05-21
gptips2\concrete.mat	12651	2012-03-22
gptips2\Contents.m	9847	2015-05-22
gptips2\crossover.m	756	2015-05-21
gptips2\cube.m	246	2015-05-21
gptips2\cubic_config.m	1307	2015-05-21
gptips2\data.mat	2564	2019-04-24
gptips2\datamau.xlsx	11860	2019-04-20
gptips2\datanew.mat	2570	2019-04-24
gptips2\datanew.xlsx	18236	2019-04-24
gptips2\demo2data.mat	20044	2012-03-22
gptips2\displaystats.m	1987	2015-05-21
gptips2\drawtrees.m	11796	2015-05-22
gptips2\evalfitness.m	1648	2015-05-21
gptips2\evalfitness_par.m	2283	2015-05-21
gptips2\extract.m	2456	2015-05-21
gptips2\gauss.m	212	2015-05-21
gptips2\genebrowser.m	11722	2015-05-21
gptips2\genefilter.m	3553	2015-05-21
gptips2\genes2gpmodel.m	2150	2015-05-21
gptips2\getcomplexity.m	2071	2015-05-21
gptips2\getdepth.m	1001	2015-05-21
gptips2\getnumnodes.m	1208	2015-05-21
gptips2\gp_2d_mesh.m	566	2015-05-21
gptips2\gp_userfcn.m	641	2015-05-21
gptips2\gpand.m	302	2015-05-21
gptips2\gpcheck.m	8238	2015-05-21
gptips2\gpdefaults.m	6013	2015-05-22
gptips2\gpdemo1.m	3270	2015-05-21
gptips2\gpdemo1_config.m	1529	2015-05-21
gptips2\gpdemo2.m	3890	2019-02-20
gptips2\gpdemo2_config.m	1940	2015-05-21
gptips2\gpdemo3.m	5001	2019-04-20
gptips2\gpdemo3_config.m	2091	2019-04-20
gptips2\gpdemo4.m	5193	2019-04-17
gptips2\gpdemo4_config.m	3778	2019-04-20
gptips2\gpfinalise.m	8352	2015-05-21
gptips2\gpinit.m	9051	2015-05-21
gptips2\gpinitparallel.m	5806	2015-05-21
gptips2\gpl.txt	35147	2013-03-21
gptips2\gpmodel2func.m	2044	2015-05-21
gptips2\gpmodel2mfile.m	3595	2015-05-21
gptips2\gpmodel2struct.m	18274	2019-03-31
gptips2\gpmodel2sym.m	3776	2019-03-31
gptips2\gpmodelfilter.m	14560	2015-05-21
gptips2\gpmodelgenes2mfile.m	4202	2015-05-21
gptips2\gpmodelreport.m	41985	2015-05-21
gptips2\gpmodelvars.m	3922	2015-05-21
gptips2\gpnot.m	287	2015-05-21
gptips2\gpor.m	308	2015-05-21
gptips2\gppopvars.m	4593	2015-05-21
gptips2\gppretty.m	19018	2019-03-31
gptips2\gprandom.m	573	2015-05-21
gptips2\gpreformat.m	12966	2015-05-21
gptips2\gpsimplify.m	2329	2015-05-21
gptips2\gpterminate.m	1221	2015-05-21
gptips2\gptic.m	255	2015-05-21
gptips2\gptoc.m	301	2015-05-21
gptips2\gptoolboxcheck.m	743	2015-05-21
gptips2\gptreestructure.m	3257	2015-05-22
gptips2\gth.m	313	2015-05-21
gptips2\HTMLequation.m	4471	2015-05-21
gptips2\iflte.m	579	2015-05-21
gptips2\initbuild.m	3345	2015-05-22
gptips2\kogene.m	743	2015-05-21
gptips2\lth.m	310	2015-05-21
gptips2\maxx.m	226	2015-05-21
gptips2\mergegp.m	6379	2015-05-22
gptips2\minx.m	226	2015-05-21
gptips2\modelreport0.923.htm	95379	2019-04-20
gptips2\mult3.m	238	2015-05-21
gptips2\mutate.m	5956	2015-05-22
gptips2\myconfig.m	490	2019-05-07
gptips2\ndfsort_rank1.m	1629	2015-05-22
gptips2\neg.m	352	2015-05-21
gptips2\negexp.m	209	2015-05-21
gptips2\pareto.htm	1204	2019-04-24
gptips2\pareto_0.92.htm	69311	2019-04-20
gptips2\paretoreport.m	7656	2015-05-22
gptips2\pdiv.m	467	2015-05-22
gptips2\ph2data.mat	40050	2012-03-22
gptips2\picknode.m	4033	2015-05-22
gptips2\plog.m	280	2015-05-22
gptips2\popbrowser.m	13018	2015-05-21
gptips2\popbuild.m	11370	2015-05-22
gptips2\pref2inf.m	5548	2015-05-21
gptips2\processOrgChartJS.m	1910	2015-05-21
gptips2\psqroot.m	294	2015-05-21
gptips2\quartic_fitfun.m	1259	2015-05-21
gptips2\regressionErrorCharacteristic.m	2311	2015-05-21
gptips2\regressmulti_fitfun.m	14791	2015-05-22
gptips2\regressmulti_fitfun_validate.m	3693	2015-05-22
gptips2\ripple_config.m	2133	2015-05-22
gptips2\rungp.m	4989	2015-05-22
gptips2\runtree.m	5640	2015-05-21

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