/************************************************************************* Serializer: serialization -- ALGLIB -- Copyright 14.03.2011 by Bochkanov Sergey *************************************************************************/ public static void dfserialize(alglib.serializer s, decisionforest forest) { s.serialize_int(scodes.getrdfserializationcode()); s.serialize_int(dffirstversion); s.serialize_int(forest.nvars); s.serialize_int(forest.nclasses); s.serialize_int(forest.ntrees); s.serialize_int(forest.bufsize); apserv.serializerealarray(s, forest.trees, forest.bufsize); }
/************************************************************************* Serializer: serialization -- ALGLIB -- Copyright 14.03.2011 by Bochkanov Sergey *************************************************************************/ public static void kdtreeserialize(alglib.serializer s, kdtree tree) { // // Header // s.serialize_int(scodes.getkdtreeserializationcode()); s.serialize_int(kdtreefirstversion); // // Data // s.serialize_int(tree.n); s.serialize_int(tree.nx); s.serialize_int(tree.ny); s.serialize_int(tree.normtype); apserv.serializerealmatrix(s, tree.xy, -1, -1); apserv.serializeintegerarray(s, tree.tags, -1); apserv.serializerealarray(s, tree.boxmin, -1); apserv.serializerealarray(s, tree.boxmax, -1); apserv.serializeintegerarray(s, tree.nodes, -1); apserv.serializerealarray(s, tree.splits, -1); }
/************************************************************************* Serializer: serialization -- ALGLIB -- Copyright 14.03.2011 by Bochkanov Sergey *************************************************************************/ public static void mlpserialize(alglib.serializer s, multilayerperceptron network) { int i = 0; int j = 0; int k = 0; int fkind = 0; double threshold = 0; double v0 = 0; double v1 = 0; int nin = 0; int nout = 0; nin = network.hllayersizes[0]; nout = network.hllayersizes[alglib.ap.len(network.hllayersizes)-1]; s.serialize_int(scodes.getmlpserializationcode()); s.serialize_int(mlpfirstversion); s.serialize_bool(mlpissoftmax(network)); apserv.serializeintegerarray(s, network.hllayersizes, -1); for(i=1; i<=alglib.ap.len(network.hllayersizes)-1; i++) { for(j=0; j<=network.hllayersizes[i]-1; j++) { mlpgetneuroninfo(network, i, j, ref fkind, ref threshold); s.serialize_int(fkind); s.serialize_double(threshold); for(k=0; k<=network.hllayersizes[i-1]-1; k++) { s.serialize_double(mlpgetweight(network, i-1, k, i, j)); } } } for(j=0; j<=nin-1; j++) { mlpgetinputscaling(network, j, ref v0, ref v1); s.serialize_double(v0); s.serialize_double(v1); } for(j=0; j<=nout-1; j++) { mlpgetoutputscaling(network, j, ref v0, ref v1); s.serialize_double(v0); s.serialize_double(v1); } }
/************************************************************************* Serializer: serialization -- ALGLIB -- Copyright 14.03.2011 by Bochkanov Sergey *************************************************************************/ public static void mlpeserialize(alglib.serializer s, mlpensemble ensemble) { s.serialize_int(scodes.getmlpeserializationcode()); s.serialize_int(mlpefirstversion); s.serialize_int(ensemble.ensemblesize); apserv.serializerealarray(s, ensemble.weights, -1); apserv.serializerealarray(s, ensemble.columnmeans, -1); apserv.serializerealarray(s, ensemble.columnsigmas, -1); mlpbase.mlpserialize(s, ensemble.network); }
/************************************************************************* Serialization: complex value *************************************************************************/ public static void serializerealmatrix(alglib.serializer s, double[,] v, int n0, int n1) { int i = 0; int j = 0; if( n0<0 ) { n0 = ap.rows(v); } if( n1<0 ) { n1 = ap.cols(v); } s.serialize_int(n0); s.serialize_int(n1); for(i=0; i<=n0-1; i++) { for(j=0; j<=n1-1; j++) { s.serialize_double(v[i,j]); } } }
/************************************************************************* Serialization: Integer array *************************************************************************/ public static void serializeintegerarray(alglib.serializer s, int[] v, int n) { int i = 0; if( n<0 ) { n = ap.len(v); } s.serialize_int(n); for(i=0; i<=n-1; i++) { s.serialize_int(v[i]); } }
/************************************************************************* Serialization: complex value *************************************************************************/ public static void serializerealarray(alglib.serializer s, double[] v, int n) { int i = 0; if( n<0 ) { n = ap.len(v); } s.serialize_int(n); for(i=0; i<=n-1; i++) { s.serialize_double(v[i]); } }
public static void rec4serializationserialize(alglib.serializer s, rec4serialization v) { int i = 0; // // boolean fields // s.serialize_int(ap.len(v.b)); for(i=0; i<=ap.len(v.b)-1; i++) { s.serialize_bool(v.b[i]); } // // integer fields // s.serialize_int(ap.len(v.i)); for(i=0; i<=ap.len(v.i)-1; i++) { s.serialize_int(v.i[i]); } // // real fields // s.serialize_int(ap.len(v.r)); for(i=0; i<=ap.len(v.r)-1; i++) { s.serialize_double(v.r[i]); } }
/************************************************************************* Serializer: serialization -- ALGLIB -- Copyright 02.02.2012 by Bochkanov Sergey *************************************************************************/ public static void rbfserialize(alglib.serializer s, rbfmodel model) { // // Header // s.serialize_int(scodes.getrbfserializationcode()); s.serialize_int(rbffirstversion); // // Data // s.serialize_int(model.nx); s.serialize_int(model.ny); s.serialize_int(model.nc); s.serialize_int(model.nl); nearestneighbor.kdtreeserialize(s, model.tree); apserv.serializerealmatrix(s, model.xc, -1, -1); apserv.serializerealmatrix(s, model.wr, -1, -1); s.serialize_double(model.rmax); apserv.serializerealmatrix(s, model.v, -1, -1); }