Class containing the Model Information describing the formal Spatial (or Temporal) Characteristics of the (set of) random variable(s) under study. More...
#include <ModelGeneric.hpp>
Class containing the Model Information describing the formal Spatial (or Temporal) Characteristics of the (set of) random variable(s) under study.
The Model is essentially a container with two main contents:
The additional member CovContext only serves in carrying the following information:
Public Member Functions | |
ModelGeneric (const CovContext &ctxt=CovContext()) | |
ModelGeneric (const ModelGeneric &r) | |
ModelGeneric & | operator= (const ModelGeneric &r) |
virtual | ~ModelGeneric () |
const ACov * | getCov () const |
const CovContext * | getContext () const |
const DriftList * | getDriftList () const |
ACov * | _getCovModify () |
ICloneable interface. | |
CovContext * | _getContextModify () |
DriftList * | _getDriftListModify () |
std::vector< covmaptype > & | getGradients () |
void | setField (double field) |
bool | isValid () const |
void | setCov (const ACov *cova) |
void | setDriftList (const DriftList *driftlist) |
void | setDriftIRF (Id order=0, Id nfex=0) |
void | addDrift (const ADrift *drift) |
void | setDrifts (const VectorString &driftSymbols) |
void | initParams (const MatrixSymmetric &vars, double href=1.) |
std::shared_ptr< ListParams > | generateListParams () const |
void | updateModel () |
double | computeLogLikelihood (const Db *db, bool verbose=false) |
void | fitNew (const Db *db=nullptr, Vario *vario=nullptr, const DbGrid *dbmap=nullptr, Constraints *constraints=nullptr, const ModelOptimParam &mop=ModelOptimParam(), Id nb_neighVecchia=30, bool verbose=false, bool trace=false, bool reml=false) |
MatrixDense | evalCovMat (const Db *db1, const Db *db2=nullptr, Id ivar0=-1, Id jvar0=-1, const 1 &nbgh1=1(), const 1 &nbgh2=1(), const CovCalcMode *mode=nullptr, bool cleanOptim=true) const |
Call the method ACov::evalCovMat of the object ACov. | |
Id | evalCovMatInPlace (MatrixDense &mat, const Db *db1, const Db *db2=nullptr, Id ivar0=-1, Id jvar0=-1, const 1 &nbgh1=1(), const 1 &nbgh2=1(), const CovCalcMode *mode=nullptr, bool cleanOptim=true) const |
Call the method ACov::evalCovMatInPlace of the object ACov. | |
Id | evalCovMatInPlaceFromIdx (MatrixDense &mat, const Db *db1, const Db *db2, const 1 &index1, const 1 &index2, const 1 &nbgh2=1(), const CovCalcMode *mode=nullptr, bool cleanOptim=true) const |
Call the method ACov::evalCovMatInPlaceFromIdx of the object ACov. | |
MatrixSymmetric | evalCovMatSym (const Db *db1, const 1 &nbgh1=1(), Id ivar0=-1, const CovCalcMode *mode=nullptr, bool cleanOptim=true) const |
Call the method ACov::evalCovMatSym of the object ACov. | |
Id | evalCovMatSymInPlace (MatrixSymmetric &mat, const Db *db1, const 1 &nbgh1=1(), Id ivar0=-1, const CovCalcMode *mode=nullptr, bool cleanOptim=true) const |
Call the method ACov::evalCovMatSymInPlace of the object ACov. | |
Id | evalCovMatSymInPlaceFromIdx (MatrixSymmetric &mat, const Db *db1, const 1 &index1, const CovCalcMode *mode=nullptr, bool cleanOptim=true) const |
Call the method ACov::evalCovMatSymInPlaceFromIdx of the object ACov. | |
MatrixSymmetric | eval0Mat (const CovCalcMode *mode=nullptr) const |
Call the method ACov::eval0Mat of the object ACov. | |
MatrixSymmetric | evalCovMat0 (const Db *db, Id iech, const KrigOpt &krigopt=KrigOpt()) const |
Call the method ACov::evalCovMat0 of the object ACov. | |
Id | evalCovMat0InPlace (MatrixSymmetric &mat, const Db *db, Id iech, const KrigOpt &krigopt=KrigOpt()) const |
Call the method ACov::evalCovMat0InPlace of the object ACov. | |
Id | evalCovVecRHSInPlace (vect vect, const RankHandler &rank, Id iech2, const KrigOpt &krigopt, SpacePoint &pin, SpacePoint &pout, 1 &tabwork, double lambda=1., const ECalcMember &calcMember=ECalcMember::RHS) const |
Call the method ACov::evalCovVecRHSInPlace of the object ACov. | |
Id | evalCovMatOptimInPlace (MatrixDense &mat, const Db *dbin, const RankHandler &rankhandler, const KrigOpt &krigopt, const ECalcMember &calcMember, 1 &tabwork, double lambda=1.) const |
Call the method ACov::evalCovMatOptimInPlace of the object ACov. | |
Id | evalCovMatRHSInPlaceFromIdx (MatrixDense &mat, const Db *db1, const Db *db2, const 1 &index1, const Id iech2=-1, const KrigOpt &krigopt=KrigOpt(), bool cleanOptim=true) const |
Call the method ACov::evalCovMatRHSInPlaceFromIdx of the object ACov. | |
MatrixSparse * | evalCovMatSparse (const Db *db1_arg, const Db *db2_arg=nullptr, Id ivar0=-1, Id jvar0=-1, const 1 &nbgh1=1(), const 1 &nbgh2=1(), const CovCalcMode *mode=nullptr, bool cleanOptim=true, double eps=EPSILON3) const |
Call the method ACov::evalCovMatSparse of the object ACov. | |
virtual double | eval0 (Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::eval0 of the object ACov. | |
double | evalCov (const SpacePoint &p1, const SpacePoint &p2, Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalCov of the object ACov. | |
MatrixSquare | evalNvarIpas (double step, const 1 &dir=1(), const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalNvarIpas of the object ACov. | |
MatrixSquare | evalNvarIpasIncr (const 1 &dincr, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalNvarIpasIncr of the object ACov. | |
evalIvarNlag (const 1 &vec_step, const 1 &dir=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const | |
Call the method ACov::evalIvarNlag of the object ACov. | |
double | evalIvarIpas (double step, const 1 &dir=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalIvarIpas of the object ACov. | |
double | evalCvv (const 1 &ext, const 1 &ndisc, const 1 &angles=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalCvv of the object ACov. | |
double | evalCvvShift (const 1 &ext, const 1 &ndisc, const 1 &shift, const 1 &angles=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalCvvShift of the object ACov. | |
MatrixSquare | evalCvvM (const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalCvvM of the object ACov. | |
double | evalCxv (const SpacePoint &p1, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalCxv of the object ACov. | |
MatrixSquare | evalCxvM (const SpacePoint &p1, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalCxvM of the object ACov. | |
void | evalPointToDb (1 &values, const SpacePoint &p1, const Db *db2, Id ivar=0, Id jvar=0, bool useSel=true, const 1 &nbgh2=1(), const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalPointToDb of the object ACov. | |
void | evalPointToDbAsSP (1 &values, const std::vector< SpacePoint > &p1s, const SpacePoint &p2, Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalPointToDbAsSP of the object ACov. | |
double | evalAverageDbToDb (const Db *db1, const Db *db2, Id ivar=0, Id jvar=0, double eps=0., Id seed=434132, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalAverageDbToDb of the object ACov. | |
double | evalAverageIncrToIncr (const 1 &d1, const 1 &d2, Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalAverageIncrToIncr of the object ACov. | |
double | evalAveragePointToDb (const SpacePoint &p1, const Db *db2, Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evalAveragePointToDb of the object ACov. | |
double | samplingDensityVariance (const Db *db, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), Id ivar=0, Id jvar=0) const |
Call the method ACov::samplingDensityVariance of the object ACov. | |
double | specificVolume (const Db *db, double mean, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), Id ivar=0, Id jvar=0) const |
Call the method ACov::specificVolume of the object ACov. | |
double | coefficientOfVariation (const Db *db, double volume, double mean, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), Id ivar=0, Id jvar=0) const |
Call the method ACov::coefficientOfVariation of the object ACov. | |
double | specificVolumeFromCoV (Db *db, double cov, double mean, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), Id ivar=0, Id jvar=0) const |
Call the method ACov::specificVolumeFromCoV of the object ACov. | |
double | extensionVariance (const Db *db, const 1 &ext, const 1 &ndisc, const 1 &angles=1(), const 1 &x0=1(), Id ivar=0, Id jvar=0) const |
Call the method ACov::extensionVariance of the object ACov. | |
double | calculateStDev (Db *db1, Id iech1, Db *db2, Id iech2, bool verbose=false, double factor=1., const CovCalcMode *mode=nullptr) const |
Call the method ACov::calculateStDev of the object ACov. | |
void | evaluateMatInPlace (const CovInternal *covint, const 1 &d1, MatrixSquare &covtab, bool flag_init=false, double weight=1., const CovCalcMode *mode=nullptr) const |
Call the method ACov::evaluateMatInPlace of the object ACov. | |
double | evaluateOneGeneric (const CovInternal *covint, const 1 &d1=1(), double weight=1., const CovCalcMode *mode=nullptr) const |
Call the method ACov::evaluateOneGeneric of the object ACov. | |
double | evaluateOneIncr (double hh, const 1 &codir=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) const |
Call the method ACov::evaluateOneIncr of the object ACov. | |
Id | buildVmapOnDbGrid (DbGrid *dbgrid, const NamingConvention &namconv=NamingConvention("VMAP")) const |
Call the method ACov::buildVmapOnDbGrid of the object ACov. | |
sample (const 1 &h, const 1 &codir=1(), Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr, const CovInternal *covint=nullptr) const | |
Call the method ACov::sample of the object ACov. | |
sampleUnitary (const 1 &hh, Id ivar=0, Id jvar=0, 1 codir=1(), const CovCalcMode *mode=nullptr) const | |
Call the method ACov::sampleUnitary of the object ACov. | |
envelop (const 1 &hh, Id ivar=0, Id jvar=0, Id isign=1, 1 codir=1(), const CovCalcMode *mode=nullptr) const | |
Call the method ACov::envelop of the object ACov. | |
double | gofToVario (const Vario *vario, bool verbose=true) const |
Call the method ACov::gofToVario of the object ACov. | |
bool | isNoStat () const |
Call the method ACov::isNoStat of the object ACov. | |
void | manage (const Db *db1, const Db *db2) const |
Call the method ACov::manage of the object ACov. | |
void | optimizationPreProcessForData (const Db *db1=nullptr) const |
Call the method ACov::optimizationPreProcessForData of the object ACov. | |
void | optimizationPostProcess () const |
Call the method ACov::optimizationPostProcess of the object ACov. | |
const ADrift * | getDrift (Id il) const |
Call the method DriftList::getDrift of the object DriftList. | |
double | computeDrift (const Db *db, Id ib, Id iech) const |
Call the method DriftList::computeDrift of the object DriftList. | |
double | evalDriftValue (const Db *db, Id iech, Id ivar, Id ib, const ECalcMember &member=ECalcMember::fromKey("LHS")) const |
Call the method DriftList::evalDriftValue of the object DriftList. | |
MatrixDense | evalDriftMat (const Db *db, const 1 &nbgh=1(), const ECalcMember &member=ECalcMember::fromKey("LHS")) const |
Call the method DriftList::evalDriftMat of the object DriftList. | |
Id | evalDriftMatInPlace (MatrixDense &mat, const Db *db, const 1 &nbgh=1(), const ECalcMember &member=ECalcMember::fromKey("LHS")) const |
Call the method DriftList::evalDriftMatInPlace of the object DriftList. | |
MatrixDense | evalDriftMatByRanks (const Db *db, const 1 &sampleRanks=1(), const ECalcMember &member=ECalcMember::fromKey("LHS")) const |
Call the method DriftList::evalDriftMatByRanks of the object DriftList. | |
evalMeanVecByRanks (const Db *db, const 1 &sampleRanks=1()) const | |
Call the method DriftList::evalMeanVecByRanks of the object DriftList. | |
Id | evalDriftMatByRanksInPlace (MatrixDense &mat, const Db *db, const 1 &sampleranks=1(), const ECalcMember &member=ECalcMember::fromKey("LHS")) const |
Call the method DriftList::evalDriftMatByRanksInPlace of the object DriftList. | |
Id | evalDriftMatByTargetInPlace (MatrixDense &mat, const Db *db, Id iech2, const KrigOpt &krigopt=KrigOpt()) const |
Call the method DriftList::evalDriftMatByTargetInPlace of the object DriftList. | |
Id | getNDrift () const |
Call the method DriftList::getNDrift of the object DriftList. | |
Id | getNDriftEquation () const |
Call the method DriftList::getNDriftEquation of the object DriftList. | |
Id | getNExtDrift () const |
Call the method DriftList::getNExtDrift of the object DriftList. | |
bool | isFlagLinked () const |
Call the method DriftList::isFlagLinked of the object DriftList. | |
Id | getDriftMaxIRFOrder () const |
Call the method DriftList::getDriftMaxIRFOrder of the object DriftList. | |
Id | getRankFex (Id il) const |
Call the method DriftList::getRankFex of the object DriftList. | |
bool | isDriftSampleDefined (const Db *db, Id ib, Id nech, const 1 &nbgh, const ELoc &loctype) const |
Call the method DriftList::isDriftSampleDefined of the object DriftList. | |
bool | isDriftFiltered (Id i) const |
Call the method DriftList::isDriftFiltered of the object DriftList. | |
bool | isDriftDefined (const 1 &powers, Id rank_fex=0) const |
Call the method DriftList::isDriftDefined of the object DriftList. | |
bool | isDriftDifferentDefined (const 1 &powers, Id rank_fex=-1) const |
Call the method DriftList::isDriftDifferentDefined of the object DriftList. | |
getDrifts (const Db *db, bool useSel=true) const | |
Call the method DriftList::getDrifts of the object DriftList. | |
double | evalDrift (const Db *db, Id iech, Id il, const ECalcMember &member=ECalcMember::fromKey("LHS")) const |
Call the method DriftList::evalDrift of the object DriftList. | |
evalDriftBySample (const Db *db, Id iech, const ECalcMember &member=ECalcMember::fromKey("LHS")) const | |
Call the method DriftList::evalDriftBySample of the object DriftList. | |
void | evalDriftBySampleInPlace (const Db *db, Id iech, const ECalcMember &member, 1 &drftab) const |
Call the method DriftList::evalDriftBySampleInPlace of the object DriftList. | |
double | evalDriftCoef (const Db *db, Id iech, const 1 &coeffs) const |
Call the method DriftList::evalDriftCoef of the object DriftList. | |
bool | hasDrift () const |
Call the method DriftList::hasDrift of the object DriftList. | |
double | getMean (Id ivar) const |
Call the method DriftList::getMean of the object DriftList. | |
const & | getMeans () const |
Call the method DriftList::getMeans of the object DriftList. | |
double | evalDriftVarCoef (const Db *db, Id iech, Id ivar, const 1 &coeffs) const |
Call the method DriftList::evalDriftVarCoef of the object DriftList. | |
evalDriftVarCoefs (const Db *db, const 1 &coeffs, bool useSel=false) const | |
Call the method DriftList::evalDriftVarCoefs of the object DriftList. | |
Id | getNVar () const |
Call the method CovContext::getNVar of the object CovContext. | |
size_t | getNDim (Id ispace=-1) const |
Call the method CovContext::getNDim of the object CovContext. | |
ASpaceSharedPtr | getSpace () const |
Call the method CovContext::getSpace of the object CovContext. | |
const & | getCovar0 () const |
Call the method CovContext::getCovar0 of the object CovContext. | |
double | getField () const |
Call the method CovContext::getField of the object CovContext. | |
virtual void | setOptimEnabled (bool enabled) const |
Call the method ACov::setOptimEnabled of the object ACov. | |
void | attachNoStatDb (const Db *db) |
Call the method ACov::attachNoStatDb of the object ACov. | |
void | makeStationary () |
Call the method ACov::makeStationary of the object ACov. | |
void | setContext (const CovContext &ctxt) |
Call the method ACov::setContext of the object ACov. | |
std::vector< double > | evalCovGrad (const SpacePoint &p1, const SpacePoint &p2, Id ivar=0, Id jvar=0, const CovCalcMode *mode=nullptr) |
Call the method ACov::evalCovGrad of the object ACov. | |
void | setFlagLinked (bool flagLinked) |
Call the method DriftList::setFlagLinked of the object DriftList. | |
void | setBetaHat (const 1 &betaHat) |
Call the method DriftList::setBetaHat of the object DriftList. | |
void | setFiltered (const VectorBool &filtered) |
Call the method DriftList::setFiltered of the object DriftList. | |
void | delDrift (size_t rank) |
Call the method DriftList::delDrift of the object DriftList. | |
void | delAllDrifts () |
Call the method DriftList::delAllDrifts of the object DriftList. | |
void | copyCovContext (const CovContext &ctxt) |
Call the method DriftList::copyCovContext of the object DriftList. | |
void | setMeans (const 1 &mean) |
Call the method DriftList::setMeans of the object DriftList. | |
void | setMean (const double mean, Id ivar=0) |
Call the method DriftList::setMean of the object DriftList. | |
void | setField (double field) |
Call the method CovContext::setField of the object CovContext. | |
void | setCovar0s (const 1 &covar0) |
Call the method CovContext::setCovar0s of the object CovContext. | |
void | setCovar0 (Id ivar, Id jvar, double covar0) |
Call the method CovContext::setCovar0 of the object CovContext. | |
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ICloneable () | |
virtual | ~ICloneable () |
virtual ICloneable * | clone () const =0 |
std::shared_ptr< ICloneable > | cloneShared () const |
std::unique_ptr< ICloneable > | cloneUnique () const |
Static Public Member Functions | |
static ListParams * | createListParams (std::shared_ptr< ListParams > &lp) |
gstlrn::ModelGeneric::ModelGeneric | ( | const CovContext & | ctxt = CovContext() | ) |
gstlrn::ModelGeneric::ModelGeneric | ( | const ModelGeneric & | r | ) |
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virtual |
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inline |
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inline |
ICloneable interface.
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inline |
void gstlrn::ModelGeneric::addDrift | ( | const ADrift * | drift | ) |
void gstlrn::ModelGeneric::attachNoStatDb | ( | const Db * | db | ) |
Call the method ACov::attachNoStatDb of the object ACov.
Id gstlrn::ModelGeneric::buildVmapOnDbGrid | ( | DbGrid * | dbgrid, |
const NamingConvention & | namconv = NamingConvention("VMAP") |
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) | const |
Call the method ACov::buildVmapOnDbGrid of the object ACov.
double gstlrn::ModelGeneric::calculateStDev | ( | Db * | db1, |
Id | iech1, | ||
Db * | db2, | ||
Id | iech2, | ||
bool | verbose = false , |
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double | factor = 1. , |
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const CovCalcMode * | mode = nullptr |
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) | const |
Call the method ACov::calculateStDev of the object ACov.
double gstlrn::ModelGeneric::coefficientOfVariation | ( | const Db * | db, |
double | volume, | ||
double | mean, | ||
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
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const 1 & | x0 = 1() , |
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Id | ivar = 0 , |
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Id | jvar = 0 |
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) | const |
Call the method ACov::coefficientOfVariation of the object ACov.
Call the method DriftList::computeDrift of the object DriftList.
double gstlrn::ModelGeneric::computeLogLikelihood | ( | const Db * | db, |
bool | verbose = false |
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) |
Compute the log-likelihood (based on covariance)
db | Db structure where variable are loaded from |
verbose | Verbose flag |
void gstlrn::ModelGeneric::copyCovContext | ( | const CovContext & | ctxt | ) |
Call the method DriftList::copyCovContext of the object DriftList.
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static |
void gstlrn::ModelGeneric::delAllDrifts | ( | ) |
Call the method DriftList::delAllDrifts of the object DriftList.
void gstlrn::ModelGeneric::delDrift | ( | size_t | rank | ) |
Call the method DriftList::delDrift of the object DriftList.
gstlrn::ModelGeneric::envelop | ( | const 1 & | hh, |
Id | ivar = 0 , |
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Id | jvar = 0 , |
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Id | isign = 1 , |
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1 | codir = 1() , |
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const CovCalcMode * | mode = nullptr |
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) | const |
Call the method ACov::envelop of the object ACov.
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virtual |
Call the method ACov::eval0 of the object ACov.
MatrixSymmetric gstlrn::ModelGeneric::eval0Mat | ( | const CovCalcMode * | mode = nullptr | ) | const |
Call the method ACov::eval0Mat of the object ACov.
double gstlrn::ModelGeneric::evalAverageDbToDb | ( | const Db * | db1, |
const Db * | db2, | ||
Id | ivar = 0 , |
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Id | jvar = 0 , |
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double | eps = 0. , |
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Id | seed = 434132 , |
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const CovCalcMode * | mode = nullptr |
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) | const |
Call the method ACov::evalAverageDbToDb of the object ACov.
double gstlrn::ModelGeneric::evalAverageIncrToIncr | ( | const 1 & | d1, |
const 1 & | d2, | ||
Id | ivar = 0 , |
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Id | jvar = 0 , |
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const CovCalcMode * | mode = nullptr |
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) | const |
Call the method ACov::evalAverageIncrToIncr of the object ACov.
double gstlrn::ModelGeneric::evalAveragePointToDb | ( | const SpacePoint & | p1, |
const Db * | db2, | ||
Id | ivar = 0 , |
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Id | jvar = 0 , |
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const CovCalcMode * | mode = nullptr |
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) | const |
Call the method ACov::evalAveragePointToDb of the object ACov.
double gstlrn::ModelGeneric::evalCov | ( | const SpacePoint & | p1, |
const SpacePoint & | p2, | ||
Id | ivar = 0 , |
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Id | jvar = 0 , |
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const CovCalcMode * | mode = nullptr |
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) | const |
Call the method ACov::evalCov of the object ACov.
std::vector< double > gstlrn::ModelGeneric::evalCovGrad | ( | const SpacePoint & | p1, |
const SpacePoint & | p2, | ||
Id | ivar = 0 , |
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Id | jvar = 0 , |
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const CovCalcMode * | mode = nullptr |
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) |
Call the method ACov::evalCovGrad of the object ACov.
MatrixDense gstlrn::ModelGeneric::evalCovMat | ( | const Db * | db1, |
const Db * | db2 = nullptr , |
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Id | ivar0 = -1 , |
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Id | jvar0 = -1 , |
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const 1 & | nbgh1 = 1() , |
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const 1 & | nbgh2 = 1() , |
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const CovCalcMode * | mode = nullptr , |
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bool | cleanOptim = true |
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) | const |
Call the method ACov::evalCovMat of the object ACov.
MatrixSymmetric gstlrn::ModelGeneric::evalCovMat0 | ( | const Db * | db, |
Id | iech, | ||
const KrigOpt & | krigopt = KrigOpt() |
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) | const |
Call the method ACov::evalCovMat0 of the object ACov.
Id gstlrn::ModelGeneric::evalCovMat0InPlace | ( | MatrixSymmetric & | mat, |
const Db * | db, | ||
Id | iech, | ||
const KrigOpt & | krigopt = KrigOpt() |
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) | const |
Call the method ACov::evalCovMat0InPlace of the object ACov.
Id gstlrn::ModelGeneric::evalCovMatInPlace | ( | MatrixDense & | mat, |
const Db * | db1, | ||
const Db * | db2 = nullptr , |
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Id | ivar0 = -1 , |
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Id | jvar0 = -1 , |
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const 1 & | nbgh1 = 1() , |
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const 1 & | nbgh2 = 1() , |
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const CovCalcMode * | mode = nullptr , |
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bool | cleanOptim = true |
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) | const |
Call the method ACov::evalCovMatInPlace of the object ACov.
Id gstlrn::ModelGeneric::evalCovMatInPlaceFromIdx | ( | MatrixDense & | mat, |
const Db * | db1, | ||
const Db * | db2, | ||
const 1 & | index1, | ||
const 1 & | index2, | ||
const 1 & | nbgh2 = 1() , |
||
const CovCalcMode * | mode = nullptr , |
||
bool | cleanOptim = true |
||
) | const |
Call the method ACov::evalCovMatInPlaceFromIdx of the object ACov.
Id gstlrn::ModelGeneric::evalCovMatOptimInPlace | ( | MatrixDense & | mat, |
const Db * | dbin, | ||
const RankHandler & | rankhandler, | ||
const KrigOpt & | krigopt, | ||
const ECalcMember & | calcMember, | ||
1 & | tabwork, | ||
double | lambda = 1. |
||
) | const |
Call the method ACov::evalCovMatOptimInPlace of the object ACov.
Id gstlrn::ModelGeneric::evalCovMatRHSInPlaceFromIdx | ( | MatrixDense & | mat, |
const Db * | db1, | ||
const Db * | db2, | ||
const 1 & | index1, | ||
const Id | iech2 = -1 , |
||
const KrigOpt & | krigopt = KrigOpt() , |
||
bool | cleanOptim = true |
||
) | const |
Call the method ACov::evalCovMatRHSInPlaceFromIdx of the object ACov.
MatrixSparse * gstlrn::ModelGeneric::evalCovMatSparse | ( | const Db * | db1_arg, |
const Db * | db2_arg = nullptr , |
||
Id | ivar0 = -1 , |
||
Id | jvar0 = -1 , |
||
const 1 & | nbgh1 = 1() , |
||
const 1 & | nbgh2 = 1() , |
||
const CovCalcMode * | mode = nullptr , |
||
bool | cleanOptim = true , |
||
double | eps = EPSILON3 |
||
) | const |
Call the method ACov::evalCovMatSparse of the object ACov.
MatrixSymmetric gstlrn::ModelGeneric::evalCovMatSym | ( | const Db * | db1, |
const 1 & | nbgh1 = 1() , |
||
Id | ivar0 = -1 , |
||
const CovCalcMode * | mode = nullptr , |
||
bool | cleanOptim = true |
||
) | const |
Call the method ACov::evalCovMatSym of the object ACov.
Id gstlrn::ModelGeneric::evalCovMatSymInPlace | ( | MatrixSymmetric & | mat, |
const Db * | db1, | ||
const 1 & | nbgh1 = 1() , |
||
Id | ivar0 = -1 , |
||
const CovCalcMode * | mode = nullptr , |
||
bool | cleanOptim = true |
||
) | const |
Call the method ACov::evalCovMatSymInPlace of the object ACov.
Id gstlrn::ModelGeneric::evalCovMatSymInPlaceFromIdx | ( | MatrixSymmetric & | mat, |
const Db * | db1, | ||
const 1 & | index1, | ||
const CovCalcMode * | mode = nullptr , |
||
bool | cleanOptim = true |
||
) | const |
Call the method ACov::evalCovMatSymInPlaceFromIdx of the object ACov.
Id gstlrn::ModelGeneric::evalCovVecRHSInPlace | ( | vect | vect, |
const RankHandler & | rank, | ||
Id | iech2, | ||
const KrigOpt & | krigopt, | ||
SpacePoint & | pin, | ||
SpacePoint & | pout, | ||
1 & | tabwork, | ||
double | lambda = 1. , |
||
const ECalcMember & | calcMember = ECalcMember::RHS |
||
) | const |
Call the method ACov::evalCovVecRHSInPlace of the object ACov.
double gstlrn::ModelGeneric::evalCvv | ( | const 1 & | ext, |
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalCvv of the object ACov.
MatrixSquare gstlrn::ModelGeneric::evalCvvM | ( | const 1 & | ext, |
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalCvvM of the object ACov.
double gstlrn::ModelGeneric::evalCvvShift | ( | const 1 & | ext, |
const 1 & | ndisc, | ||
const 1 & | shift, | ||
const 1 & | angles = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalCvvShift of the object ACov.
double gstlrn::ModelGeneric::evalCxv | ( | const SpacePoint & | p1, |
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const 1 & | x0 = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalCxv of the object ACov.
MatrixSquare gstlrn::ModelGeneric::evalCxvM | ( | const SpacePoint & | p1, |
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const 1 & | x0 = 1() , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalCxvM of the object ACov.
double gstlrn::ModelGeneric::evalDrift | ( | const Db * | db, |
Id | iech, | ||
Id | il, | ||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDrift of the object DriftList.
gstlrn::ModelGeneric::evalDriftBySample | ( | const Db * | db, |
Id | iech, | ||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDriftBySample of the object DriftList.
void gstlrn::ModelGeneric::evalDriftBySampleInPlace | ( | const Db * | db, |
Id | iech, | ||
const ECalcMember & | member, | ||
1 & | drftab | ||
) | const |
Call the method DriftList::evalDriftBySampleInPlace of the object DriftList.
Call the method DriftList::evalDriftCoef of the object DriftList.
MatrixDense gstlrn::ModelGeneric::evalDriftMat | ( | const Db * | db, |
const 1 & | nbgh = 1() , |
||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDriftMat of the object DriftList.
MatrixDense gstlrn::ModelGeneric::evalDriftMatByRanks | ( | const Db * | db, |
const 1 & | sampleRanks = 1() , |
||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDriftMatByRanks of the object DriftList.
Id gstlrn::ModelGeneric::evalDriftMatByRanksInPlace | ( | MatrixDense & | mat, |
const Db * | db, | ||
const 1 & | sampleranks = 1() , |
||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDriftMatByRanksInPlace of the object DriftList.
Id gstlrn::ModelGeneric::evalDriftMatByTargetInPlace | ( | MatrixDense & | mat, |
const Db * | db, | ||
Id | iech2, | ||
const KrigOpt & | krigopt = KrigOpt() |
||
) | const |
Call the method DriftList::evalDriftMatByTargetInPlace of the object DriftList.
Id gstlrn::ModelGeneric::evalDriftMatInPlace | ( | MatrixDense & | mat, |
const Db * | db, | ||
const 1 & | nbgh = 1() , |
||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDriftMatInPlace of the object DriftList.
double gstlrn::ModelGeneric::evalDriftValue | ( | const Db * | db, |
Id | iech, | ||
Id | ivar, | ||
Id | ib, | ||
const ECalcMember & | member = ECalcMember::fromKey("LHS") |
||
) | const |
Call the method DriftList::evalDriftValue of the object DriftList.
double gstlrn::ModelGeneric::evalDriftVarCoef | ( | const Db * | db, |
Id | iech, | ||
Id | ivar, | ||
const 1 & | coeffs | ||
) | const |
Call the method DriftList::evalDriftVarCoef of the object DriftList.
gstlrn::ModelGeneric::evalDriftVarCoefs | ( | const Db * | db, |
const 1 & | coeffs, | ||
bool | useSel = false |
||
) | const |
Call the method DriftList::evalDriftVarCoefs of the object DriftList.
double gstlrn::ModelGeneric::evalIvarIpas | ( | double | step, |
const 1 & | dir = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalIvarIpas of the object ACov.
gstlrn::ModelGeneric::evalIvarNlag | ( | const 1 & | vec_step, |
const 1 & | dir = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalIvarNlag of the object ACov.
gstlrn::ModelGeneric::evalMeanVecByRanks | ( | const Db * | db, |
const 1 & | sampleRanks = 1() |
||
) | const |
Call the method DriftList::evalMeanVecByRanks of the object DriftList.
MatrixSquare gstlrn::ModelGeneric::evalNvarIpas | ( | double | step, |
const 1 & | dir = 1() , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalNvarIpas of the object ACov.
MatrixSquare gstlrn::ModelGeneric::evalNvarIpasIncr | ( | const 1 & | dincr, |
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalNvarIpasIncr of the object ACov.
void gstlrn::ModelGeneric::evalPointToDb | ( | 1 & | values, |
const SpacePoint & | p1, | ||
const Db * | db2, | ||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
bool | useSel = true , |
||
const 1 & | nbgh2 = 1() , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalPointToDb of the object ACov.
void gstlrn::ModelGeneric::evalPointToDbAsSP | ( | 1 & | values, |
const std::vector< SpacePoint > & | p1s, | ||
const SpacePoint & | p2, | ||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evalPointToDbAsSP of the object ACov.
void gstlrn::ModelGeneric::evaluateMatInPlace | ( | const CovInternal * | covint, |
const 1 & | d1, | ||
MatrixSquare & | covtab, | ||
bool | flag_init = false , |
||
double | weight = 1. , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evaluateMatInPlace of the object ACov.
double gstlrn::ModelGeneric::evaluateOneGeneric | ( | const CovInternal * | covint, |
const 1 & | d1 = 1() , |
||
double | weight = 1. , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evaluateOneGeneric of the object ACov.
double gstlrn::ModelGeneric::evaluateOneIncr | ( | double | hh, |
const 1 & | codir = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::evaluateOneIncr of the object ACov.
double gstlrn::ModelGeneric::extensionVariance | ( | const Db * | db, |
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const 1 & | x0 = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 |
||
) | const |
Call the method ACov::extensionVariance of the object ACov.
void gstlrn::ModelGeneric::fitNew | ( | const Db * | db = nullptr , |
Vario * | vario = nullptr , |
||
const DbGrid * | dbmap = nullptr , |
||
Constraints * | constraints = nullptr , |
||
const ModelOptimParam & | mop = ModelOptimParam() , |
||
Id | nb_neighVecchia = 30 , |
||
bool | verbose = false , |
||
bool | trace = false , |
||
bool | reml = false |
||
) |
std::shared_ptr< ListParams > gstlrn::ModelGeneric::generateListParams | ( | ) | const |
|
inline |
|
inline |
const & gstlrn::ModelGeneric::getCovar0 | ( | ) | const |
Call the method CovContext::getCovar0 of the object CovContext.
Call the method DriftList::getDrift of the object DriftList.
|
inline |
Id gstlrn::ModelGeneric::getDriftMaxIRFOrder | ( | ) | const |
Call the method DriftList::getDriftMaxIRFOrder of the object DriftList.
gstlrn::ModelGeneric::getDrifts | ( | const Db * | db, |
bool | useSel = true |
||
) | const |
Call the method DriftList::getDrifts of the object DriftList.
double gstlrn::ModelGeneric::getField | ( | ) | const |
Call the method CovContext::getField of the object CovContext.
|
inline |
double gstlrn::ModelGeneric::getMean | ( | Id | ivar | ) | const |
Call the method DriftList::getMean of the object DriftList.
const & gstlrn::ModelGeneric::getMeans | ( | ) | const |
Call the method DriftList::getMeans of the object DriftList.
size_t gstlrn::ModelGeneric::getNDim | ( | Id | ispace = -1 | ) | const |
Call the method CovContext::getNDim of the object CovContext.
Id gstlrn::ModelGeneric::getNDrift | ( | ) | const |
Call the method DriftList::getNDrift of the object DriftList.
Id gstlrn::ModelGeneric::getNDriftEquation | ( | ) | const |
Call the method DriftList::getNDriftEquation of the object DriftList.
Id gstlrn::ModelGeneric::getNExtDrift | ( | ) | const |
Call the method DriftList::getNExtDrift of the object DriftList.
Id gstlrn::ModelGeneric::getNVar | ( | ) | const |
Call the method CovContext::getNVar of the object CovContext.
Call the method DriftList::getRankFex of the object DriftList.
ASpaceSharedPtr gstlrn::ModelGeneric::getSpace | ( | ) | const |
Call the method CovContext::getSpace of the object CovContext.
double gstlrn::ModelGeneric::gofToVario | ( | const Vario * | vario, |
bool | verbose = true |
||
) | const |
Call the method ACov::gofToVario of the object ACov.
bool gstlrn::ModelGeneric::hasDrift | ( | ) | const |
Call the method DriftList::hasDrift of the object DriftList.
void gstlrn::ModelGeneric::initParams | ( | const MatrixSymmetric & | vars, |
double | href = 1. |
||
) |
bool gstlrn::ModelGeneric::isDriftDefined | ( | const 1 & | powers, |
Id | rank_fex = 0 |
||
) | const |
Call the method DriftList::isDriftDefined of the object DriftList.
bool gstlrn::ModelGeneric::isDriftDifferentDefined | ( | const 1 & | powers, |
Id | rank_fex = -1 |
||
) | const |
Call the method DriftList::isDriftDifferentDefined of the object DriftList.
bool gstlrn::ModelGeneric::isDriftFiltered | ( | Id | i | ) | const |
Call the method DriftList::isDriftFiltered of the object DriftList.
bool gstlrn::ModelGeneric::isDriftSampleDefined | ( | const Db * | db, |
Id | ib, | ||
Id | nech, | ||
const 1 & | nbgh, | ||
const ELoc & | loctype | ||
) | const |
Call the method DriftList::isDriftSampleDefined of the object DriftList.
bool gstlrn::ModelGeneric::isFlagLinked | ( | ) | const |
Call the method DriftList::isFlagLinked of the object DriftList.
bool gstlrn::ModelGeneric::isNoStat | ( | ) | const |
Call the method ACov::isNoStat of the object ACov.
bool gstlrn::ModelGeneric::isValid | ( | ) | const |
void gstlrn::ModelGeneric::makeStationary | ( | ) |
Call the method ACov::makeStationary of the object ACov.
Call the method ACov::manage of the object ACov.
ModelGeneric & gstlrn::ModelGeneric::operator= | ( | const ModelGeneric & | r | ) |
void gstlrn::ModelGeneric::optimizationPostProcess | ( | ) | const |
Call the method ACov::optimizationPostProcess of the object ACov.
void gstlrn::ModelGeneric::optimizationPreProcessForData | ( | const Db * | db1 = nullptr | ) | const |
Call the method ACov::optimizationPreProcessForData of the object ACov.
gstlrn::ModelGeneric::sample | ( | const 1 & | h, |
const 1 & | codir = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
const CovCalcMode * | mode = nullptr , |
||
const CovInternal * | covint = nullptr |
||
) | const |
Call the method ACov::sample of the object ACov.
gstlrn::ModelGeneric::sampleUnitary | ( | const 1 & | hh, |
Id | ivar = 0 , |
||
Id | jvar = 0 , |
||
1 | codir = 1() , |
||
const CovCalcMode * | mode = nullptr |
||
) | const |
Call the method ACov::sampleUnitary of the object ACov.
double gstlrn::ModelGeneric::samplingDensityVariance | ( | const Db * | db, |
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const 1 & | x0 = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 |
||
) | const |
Call the method ACov::samplingDensityVariance of the object ACov.
void gstlrn::ModelGeneric::setBetaHat | ( | const 1 & | betaHat | ) |
Call the method DriftList::setBetaHat of the object DriftList.
void gstlrn::ModelGeneric::setContext | ( | const CovContext & | ctxt | ) |
Call the method ACov::setContext of the object ACov.
void gstlrn::ModelGeneric::setCov | ( | const ACov * | cova | ) |
Call the method CovContext::setCovar0 of the object CovContext.
void gstlrn::ModelGeneric::setCovar0s | ( | const 1 & | covar0 | ) |
Call the method CovContext::setCovar0s of the object CovContext.
Define the list of drift functions for:
order | Order of the IRF |
nfex | Number of External Drifts |
void gstlrn::ModelGeneric::setDriftList | ( | const DriftList * | driftlist | ) |
Add a list of Drifts. This operation cleans any previously stored drift function
driftlist | List of Drifts to be added |
void gstlrn::ModelGeneric::setDrifts | ( | const VectorString & | driftSymbols | ) |
void gstlrn::ModelGeneric::setField | ( | double | field | ) |
Call the method CovContext::setField of the object CovContext.
void gstlrn::ModelGeneric::setField | ( | double | field | ) |
void gstlrn::ModelGeneric::setFiltered | ( | const VectorBool & | filtered | ) |
Call the method DriftList::setFiltered of the object DriftList.
void gstlrn::ModelGeneric::setFlagLinked | ( | bool | flagLinked | ) |
Call the method DriftList::setFlagLinked of the object DriftList.
void gstlrn::ModelGeneric::setMean | ( | const double | mean, |
Id | ivar = 0 |
||
) |
Call the method DriftList::setMean of the object DriftList.
void gstlrn::ModelGeneric::setMeans | ( | const 1 & | mean | ) |
Call the method DriftList::setMeans of the object DriftList.
|
virtual |
Call the method ACov::setOptimEnabled of the object ACov.
double gstlrn::ModelGeneric::specificVolume | ( | const Db * | db, |
double | mean, | ||
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const 1 & | x0 = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 |
||
) | const |
Call the method ACov::specificVolume of the object ACov.
double gstlrn::ModelGeneric::specificVolumeFromCoV | ( | Db * | db, |
double | cov, | ||
double | mean, | ||
const 1 & | ext, | ||
const 1 & | ndisc, | ||
const 1 & | angles = 1() , |
||
const 1 & | x0 = 1() , |
||
Id | ivar = 0 , |
||
Id | jvar = 0 |
||
) | const |
Call the method ACov::specificVolumeFromCoV of the object ACov.
void gstlrn::ModelGeneric::updateModel | ( | ) |