cholesky.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
cholesky_8hpp
size_t
cholesky_decompose
cholesky_8hpp.html
ae66ea4c67986682ce4230c63b84b6b4b
(const MATRIX &A, TRIA &L)
size_t
cholesky_decompose
cholesky_8hpp.html
a71c7f33e8371e7fa388cb62242115fb6
(MATRIX &A)
void
cholesky_solve
cholesky_8hpp.html
a3215778be82258d19471e2aef27430b7
(const TRIA &L, VEC &x, ublas::lower)
size_t
incomplete_cholesky_decompose
cholesky_8hpp.html
ace677bb12873ee1d57eded9c3042b22b
(MATRIX &A)
covarianceFunction.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
covarianceFunction_8hpp
types.hpp
CovFunc
covarianceFunctions.cpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/src/
covarianceFunctions_8cpp
gaussian_process/covarianceFunctions.h
covarianceFunctions.h
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
covarianceFunctions_8h
covarianceFunction.hpp
CovFunc1D
CovFunc2D
CovFuncND
gpHetRegression.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
gpHetRegression_8hpp
gpRegression.hpp
covarianceFunction.hpp
GPHetReg
gpNonStatReg.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
gpNonStatReg_8hpp
gpRegression.hpp
covarianceFunction.hpp
CovNonStatSE
GPNonStatReg
gpRegression.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
gpRegression_8hpp
cholesky.hpp
types.hpp
linAlgTools.hpp
covarianceFunction.hpp
GPReg
#define
NDEBUG
gpRegression_8hpp.html
a8de3ed741dadc9c979a4ff17c0a9116e
gpSparseRegression.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
gpSparseRegression_8hpp
GPSparseRegression
#define
PROFILING
gpSparseRegression_8hpp.html
a8c097a59d344c89887c5f4cbdbcf493e
#define
TMatrix
gpSparseRegression_8hpp.html
a4427396fa55b2142035587a65ba94f0c
#define
TVector
gpSparseRegression_8hpp.html
ac0b796ecbf42b6c0f93fb88c0c96f8b4
linAlgTools.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
linAlgTools_8hpp
types.hpp
boost::numeric::ublas::identity_matrix< double >
identity_mat
linAlgTools_8hpp.html
aeeb61ade2aa3ae2ecc64f3ac284889ce
boost::numeric::ublas::matrix< double >
mat
linAlgTools_8hpp.html
ad8e8c1a8d0f65bccd965c3d16e0ece94
double
lu_det
linAlgTools_8hpp.html
ab641674d7fda0c5d57aef299ac637be3
(M const &m)
void
lu_inv
linAlgTools_8hpp.html
abccfebf84747f997a4a2295e3625caf5
(M1 const &m, M2 &inv)
mainpage.dox
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/
mainpage_8dox
SingleGP.cpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/src/
SingleGP_8cpp
gaussian_process/SingleGP.h
gaussian_process
#define
sqr
SingleGP_8cpp.html
a09f4b0d9da085264ffcb8d68fa045d67
(a)
SingleGP.h
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
SingleGP_8h
covarianceFunctions.h
gpRegression.hpp
gaussian_process::SingleGP
gaussian_process
types.hpp
/home/rosbuild/hudson/workspace/doc-groovy-freiburg_tools/doc_stacks/2014-10-06_00-03-39.211037/freiburg_tools/gaussian_process/include/gaussian_process/
types_8hpp
#define
TDoubleMatrix
types_8hpp.html
ae24c8cb03e8b8da3b1bb0d0544ff8bb7
#define
TDoubleMatrixColumn
types_8hpp.html
a64c6896fc90d86a34009a5b7a55fdf99
#define
TDoubleMatrixRow
types_8hpp.html
a3164dddfbca2213f80e36b2bd0ea1aca
#define
TDoubleVector
types_8hpp.html
a535a23035804ad812fad071edb9c9566
#define
TMatrix
types_8hpp.html
a4427396fa55b2142035587a65ba94f0c
#define
TVector
types_8hpp.html
ac0b796ecbf42b6c0f93fb88c0c96f8b4
CovFunc
classCovFunc.html
TInput
virtual double
getCov
classCovFunc.html
a258fca0e65e696b88b7a4054dbf18f65
(const TInput &p1, const TInput &p2)=0
virtual double
getDerivative
classCovFunc.html
a900773641d424b88c4b7b5ff824fe4ff
(const TInput &p1, const TInput &p2, int parameter)=0
virtual vector< double > &
getHyperparameter
classCovFunc.html
abe78315ca44d72f09c43b72d41d14aa5
()
virtual int
getNumParameter
classCovFunc.html
a71d7c3613fe5cc6e67b1c2c8a85fe4ad
()=0
virtual void
setHyperparameter
classCovFunc.html
ab97f8aa04cd77e9a47af22bf9dffd601
(vector< double > &newHyperParam)
virtual
~CovFunc
classCovFunc.html
aa5ed9428ecee9971d1c2193d8aede788
()
vector< double >
hyperParam
classCovFunc.html
a8358abe05bbd4fe3e9973ba706fdd020
CovFunc1D
classCovFunc1D.html
CovFunc< TDoubleVector >
CovFunc1D
classCovFunc1D.html
aa828dd8a5f7b9361ebe8abc580a5a887
()
CovFunc1D
classCovFunc1D.html
a412e187df7636c514880267dd3349a95
(double ell_0, double sigma)
virtual double
getCov
classCovFunc1D.html
a50250593d6f2becc379b81eb5c84975d
(const TDoubleVector &x, const TDoubleVector &y)
virtual double
getDerivative
classCovFunc1D.html
a80082611ac5bd9a8181e30bb09aedf46
(const TDoubleVector &p1, const TDoubleVector &p2, int parameter)
virtual int
getNumParameter
classCovFunc1D.html
a754e069af8d1e18da4443dcdf8375e90
()
void
setHyperparameter
classCovFunc1D.html
af7f08f22720c87d92a3541acadf3e5df
(vector< double > &newHyperParam)
void
setHyperparameter
classCovFunc1D.html
a86b01bc16466c90742022809155f7aca
(double ell0, double sigma)
double
ell_0
classCovFunc1D.html
a326d680aab070c2f45eddf60afd63680
double
sigma
classCovFunc1D.html
a63e7cec7cc561cc2e1eb25865103365b
CovFunc2D
classCovFunc2D.html
CovFunc< TDoubleVector >
CovFunc2D
classCovFunc2D.html
a2e0528af6f1cc3c2e0c62e25863dc9a8
()
CovFunc2D
classCovFunc2D.html
ac2218685fddb0263f8d2866719d4d6f7
(double ell_0, double ell_1, double sigma)
virtual double
getCov
classCovFunc2D.html
a38a3904e45a8beda8cb6e0486a0dcf47
(const TDoubleVector &x, const TDoubleVector &y)
virtual double
getDerivative
classCovFunc2D.html
a62c8ec5b4433cfd650a7765f0e51f16d
(const TDoubleVector &p1, const TDoubleVector &p2, int parameter)
virtual int
getNumParameter
classCovFunc2D.html
a2e3728e3308d43f2f45681aebcba87e6
()
void
setHyperparameter
classCovFunc2D.html
a9310cf9af7c10cad99f70ba0d578b21c
(vector< double > &newHyperParam)
void
setHyperparameter
classCovFunc2D.html
a8d18fbf40315133e125d35f6b488639c
(double ell_0, double ell_1, double sigma)
double
ell_0
classCovFunc2D.html
a758f06f5451ba942be8d76d8b49c1bd8
double
ell_1
classCovFunc2D.html
a31e0b0b3a70ab43e6bb2c29d6431dd11
double
sigma
classCovFunc2D.html
aed8582c663368eaba8ab18d02a91ebc8
CovFuncND
classCovFuncND.html
CovFunc< TDoubleVector >
CovFuncND
classCovFuncND.html
aee7879e2be8bab97cc069360af3590b4
()
CovFuncND
classCovFuncND.html
ab9137b656bc18e94f589684745ec7ffa
(int n, double ell, double sigma)
virtual double
getCov
classCovFuncND.html
a92f5bd366c10beb3bbc463d30c348a76
(const TDoubleVector &x, const TDoubleVector &y)
virtual double
getDerivative
classCovFuncND.html
a43c337282ff36981f346d68a5d6e49c0
(const TDoubleVector &p1, const TDoubleVector &p2, int parameter)
virtual int
getNumParameter
classCovFuncND.html
a8b5bfc74c4b2a43532cb537760f43a7f
()
void
setHyperparameter
classCovFuncND.html
a896c1f6a955a9e6c16557126b0df562b
(vector< double > &newHyperParam)
vector< double >
evalParam
classCovFuncND.html
abc1a25b1d13e01c680e5e098796f28b1
int
n
classCovFuncND.html
aa5edbbfec6127be63147cd805cff6232
CovNonStatSE
classCovNonStatSE.html
CovFunc< TDoubleVector >
CovNonStatSE
classCovNonStatSE.html
a78201c0a14cda180b533d11a85dd73f1
(GPReg< TDoubleVector > &ellGP, double ellMean, double sf2)
virtual double
getCov
classCovNonStatSE.html
ace24239128640dbc5614e345e91ba4c7
(const TDoubleVector &x, const TDoubleVector &y)
double
m_ell
classCovNonStatSE.html
a2075801eeed0ea2babd751d400a764c1
GPReg< TDoubleVector > &
m_ellGP
classCovNonStatSE.html
a0c772cfe7644eec59341af6580d500c4
double
m_ellMean
classCovNonStatSE.html
a88ef959b8479d43687845145f81b492b
double
m_sf2
classCovNonStatSE.html
a36080452022cd4e43500e07f84a6113e
ConfigFile
m_cfg
classCovNonStatSE.html
a22b116be454386ee97074fd2bcdff3a7
GPHetReg
classGPHetReg.html
void
buildGP
classGPHetReg.html
a693e812c3bc22fa5ed935f949712c7d0
()
void
evalGP
classGPHetReg.html
adcf3a191013edcec93c67be451012e27
(const TInput &x, double &mean, double &var)
void
evalGP
classGPHetReg.html
a2e91cf66f789d651a66cbe1c6fc6ddbf
(const TInput &x, double &mean)
GPHetReg
classGPHetReg.html
ab8c9a8b527c982b816a46e9030fcac11
(CovFunc< TInput > &covPrimGP, CovFunc< TInput > &covSecGP, CovFunc< TInput > &covCombGP, double noisePrimGP, double noiseSecGP, double noiseCombGP)
void
setDataPoints
classGPHetReg.html
afb7605b28f28184fe054c135e9393335
(TVector< TInput > &dataPoints, TVector< double > &dataTargets)
void
setEmpiricalVariances
classGPHetReg.html
a038ce526f49c63c40cf14ae69fb346af
(TVector< TInput > &varPoints, TVector< double > &variances)
~GPHetReg
classGPHetReg.html
a2337758e1566555f047cb47ad139f62a
()
GPReg< TInput >
m_combGP
classGPHetReg.html
a5c81992c2ff7e07da0eee75dd165a53a
CovFunc< TInput > &
m_covCombGP
classGPHetReg.html
a85c820e0008eb20318b3b37bdeb63b50
CovFunc< TInput > &
m_covPrimGP
classGPHetReg.html
a2f5dddd66ec8e677718cd8e3251f701e
CovFunc< TInput > &
m_covSecGP
classGPHetReg.html
ac589fe7143647e3ed60177df7a133380
TVector< TInput >
m_dataPointsPrimGP
classGPHetReg.html
a9d0e202b06b23c4042c794aad15cc74d
TVector< TInput >
m_dataPointsSecGP
classGPHetReg.html
a3171573bfb48b57fbcd30b0bb260d54a
double
m_noiseCombGP
classGPHetReg.html
aaa4f1bb1802ae449ec693efcee2c6d9d
double
m_noisePrimGP
classGPHetReg.html
a5712cf1f67478e0db84b39e1591d8c82
double
m_noiseSecGP
classGPHetReg.html
a7875a413d318d590ddf8f66c9803d0b7
int
m_numDataPoints
classGPHetReg.html
a5271beeb700e19b5e6a928ff2dd1d705
GPReg< TInput >
m_primGP
classGPHetReg.html
a8bfd6c9fcab9fd0201aa9749cbddce43
TVector< double >
m_primTargets
classGPHetReg.html
ae2b3f7579b4500db4e1f8f1d59e4bb4d
GPReg< TInput >
m_secGP
classGPHetReg.html
abe17cd5c4e19961c18350ddee0fb6e68
TVector< double >
m_secTargets
classGPHetReg.html
a75e071dd3c6f6c6724905a0870735ca3
bool
m_useEmpiricalVariances
classGPHetReg.html
ab4d0fd9a97788edd87d6f006ab2363e5
GPNonStatReg
classGPNonStatReg.html
void
buildGP
classGPNonStatReg.html
a35eed46e9300fdf277a773cba6b3ead3
()
void
evalGP
classGPNonStatReg.html
a37699ac0ed0f8cea0e2f84b13e45f4c3
(const TInput &x, double &mean, double &var)
void
evalGP
classGPNonStatReg.html
a8991e7a55470086b021369cbb9fbe524
(const TInput &x, double &mean)
GPNonStatReg
classGPNonStatReg.html
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(double ell, double ellMean, double sf2, double noise)
void
setDataPoints
classGPNonStatReg.html
ad274f3a2f01802609ac010140a4a0f5e
(TVector< TInput > &dataPoints, TVector< double > &targets, TVector< double > &ellTargets)
~GPNonStatReg
classGPNonStatReg.html
a1f20459fc6c967e15da9c4bffd5014eb
()
CovNonStatSE
m_covFunc
classGPNonStatReg.html
ab55e5a947214717f10434685b5d004a6
GPReg< TInput >
m_dataGP
classGPNonStatReg.html
ae6fb92269f25ea67f3edb5171312598d
TVector< TInput >
m_dataPoints
classGPNonStatReg.html
a0156451d16883a5cb392a4e5985b2b7b
Cov1dSE
m_ellPriorCovFunc
classGPNonStatReg.html
a4e06527240421b68445af59410a1e571
GPReg< TInput >
m_ellPriorGP
classGPNonStatReg.html
aa1c3f241b4d8db54ba62e7eadadb1952
TVector< double >
m_ellTargets
classGPNonStatReg.html
ae5e14fea1025807cb4a6086259abbc06
double
m_noise
classGPNonStatReg.html
af60b9d0c07dd9fb068d65000ce615df7
int
m_numDataPoints
classGPNonStatReg.html
a4a9df51cb5eb13701dcd070edc51ff6e
TVector< double >
m_targets
classGPNonStatReg.html
ad5eb774bf1d93e565dd023af27851f58
GPReg
classGPReg.html
TInput
void
buildGP
classGPReg.html
abef680add77080f1085b5ce3c6a74c36
(bool useTargets=true)
void
buildTargets
classGPReg.html
ab6fa981156f99088411b5ebd8a2e337e
()
void
evalGP
classGPReg.html
a1cdf72b80cf52d5131df793bbc422457
(const TInput &x, double &mean, double &var)
void
evalGP
classGPReg.html
ae7b83aa5283a747ee65915ef73a11341
(const TInput &x, double &mean)
double
getAvgVariance
classGPReg.html
a4c4a145cba47dffda65c2dfb07df6a35
()
double
getComplexity
classGPReg.html
aaacb8fee1f70ae3c33e663f2242c4ffa
()
double
getDataFit
classGPReg.html
af74f634275880b96b48f4819407a28da
()
double
getDataLikelihood
classGPReg.html
a065c8e04b7fdf25249f96a551385891a
()
void
getDerivative
classGPReg.html
abb205133eac9b4b9a8e38b2dcabe75ac
(std::vector< double > *r)
double
getMarginalDataLikelihood
classGPReg.html
a10f945828a056e51c38054efd359366e
()
void
getParameters
classGPReg.html
af9e5f9482d29ee3a6f69296479555d4f
(std::vector< double > *r)
GPReg
classGPReg.html
aa36fa739a6248418ffa4ae26964d208a
(CovFunc< TInput > *covFunc, double sigmaNoise, GPReg< TInput > *noiseGP=NULL)
GPReg
classGPReg.html
a5786820235c62c5856df225a0afa25e2
(CovFunc< TInput > *covFunc, double *sigmaNoise, GPReg< TInput > *noiseGP=NULL)
GPReg
classGPReg.html
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(GPReg< TInput > *copyFromGP)
bool
minimizeGSL
classGPReg.html
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(unsigned maxIt)
void
setDataPoints
classGPReg.html
abc2c80fc36f0d0e572e31ac5a7201ccd
(TVector< TInput > &dataPoints, TVector< double > &dataTargets)
void
setParameters
classGPReg.html
a3cdb6d9367329973240d1295b6a8da2c
(std::vector< double > *r)
void
setSigmaNoise
classGPReg.html
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(double sigma)
~GPReg
classGPReg.html
a8bef55e15bc08d9ffcd97ef1e0db0930
()
static void
gsl_my_df
classGPReg.html
a00cc674d720acfdfb0ff1a0883f2b9a3
(const gsl_vector *v, void *params, gsl_vector *df)
static double
gsl_my_f
classGPReg.html
a739cc9c1385c62082896fab75c18c21e
(const gsl_vector *v, void *params)
static void
gsl_my_fdf
classGPReg.html
a5b954fd674779bd5f7198077d85c0215
(const gsl_vector *v, void *params, double *f, gsl_vector *df)
TMatrix< double > *
m_C
classGPReg.html
a7b89d81480b8c478077d353684497eab
GPReg< TInput > *
m_copyFromGP
classGPReg.html
afca2f4486d076fa71df2c7219e905b05
CovFunc< TInput > *
m_covFunc
classGPReg.html
a975408176b3c132a6e560d59e7c22b05
TVector< TInput > *
m_dataPoints
classGPReg.html
a9661ceaac7a335740a298cd8f15b8318
TMatrix< double > *
m_iC
classGPReg.html
a4406d26efe3c1b02af81af277b0b8618
TVector< double > *
m_iCt
classGPReg.html
aa09ad001c0d6d0ec2c6a1212ce7ffe70
GPReg< TInput > *
m_noiseGP
classGPReg.html
aa53093a7d3c97037eec03661dc4ce1ea
int
m_numDataPoints
classGPReg.html
a01ff2eafbf19a5adeeaf886a43792453
double
m_ownSigmaNoise
classGPReg.html
a0e31805414474cf10fc1551ffa278c05
double *
m_sigmaNoise
classGPReg.html
af80f60481912eefd492fde82fe014593
TVector< double > *
m_t
classGPReg.html
a86bb2f52a4ba90049bf3ccd69231531e
GPSparseRegression
classGPSparseRegression.html
void
buildGP
classGPSparseRegression.html
ac37fbffdf1421fc7a04a14566637c997
()
void
evalGP
classGPSparseRegression.html
a9abf3d2bcb364220f8b188b557a32c11
(Vector &x, double &mean, double &var)
void
evalGP
classGPSparseRegression.html
a7b6cfdcbc8828ea0fc321eb550a9762b
(Vector &x, double &mean)
double
getObservationLikelihood
classGPSparseRegression.html
a1ecaca6556dba80566cbc938a01ff943
(vector< Vector > &dataPoints, vector< double > &observations)
GPSparseRegression
classGPSparseRegression.html
aafccdb7033f1f8f982043b1b0a0fd781
(CovarianceFunction &covFunc, double sigmaNoise, GPSparseRegression *noiseGP=NULL)
GPSparseRegression
classGPSparseRegression.html
a2a37473cf5dda55039706af805f9846a
(const GPSparseRegression &orig)
void
load
classGPSparseRegression.html
a3aada3d3272bfa69b07a12079fdc4e6e
()
void
save
classGPSparseRegression.html
a5624b82b25ebbb3dd926a0bd9ba0b2ad
()
void
setDataPoints
classGPSparseRegression.html
ac7b9024ece9606b741483cce4592ae6c
(vector< Vector > &dataPoints, vector< double > &dataTargets)
void
setSigmaNoise
classGPSparseRegression.html
a98d8f030e2aa14a998dfb797c37903c6
(double sigma)
~GPSparseRegression
classGPSparseRegression.html
a7da9422e32a9074ed4d9030176382822
()
CovarianceFunction &
m_covFunc
classGPSparseRegression.html
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vector< Vector >
m_dataPoints
classGPSparseRegression.html
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vector< double >
m_dataVariances
classGPSparseRegression.html
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GPSparseRegression *
m_noiseGP
classGPSparseRegression.html
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int
m_numDataPoints
classGPSparseRegression.html
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double
m_sigmaNoise
classGPSparseRegression.html
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umfpack::umfpack_matrix_operator<double >::matrix_type *
s_Cs
classGPSparseRegression.html
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umfpack::umfpack_matrix_operator<double > *
s_iC
classGPSparseRegression.html
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TVector *
s_iCt
classGPSparseRegression.html
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TVector *
s_k
classGPSparseRegression.html
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TVector *
s_t
classGPSparseRegression.html
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gaussian_process
namespacegaussian__process.html
gaussian_process::SingleGP
gaussian_process::SingleGP
classgaussian__process_1_1SingleGP.html
void
BuildGP
classgaussian__process_1_1SingleGP.html
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()
void
Evaluate
classgaussian__process_1_1SingleGP.html
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(TDoubleVector data, double &targetMean, double &targetVar)
double
GetDataLikelihood
classgaussian__process_1_1SingleGP.html
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()
void
OptimizeGP
classgaussian__process_1_1SingleGP.html
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()
void
Reset
classgaussian__process_1_1SingleGP.html
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()
void
SetData
classgaussian__process_1_1SingleGP.html
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(TVector< TDoubleVector > &dataPoints, TVector< double > &targetPoints)
SingleGP
classgaussian__process_1_1SingleGP.html
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(CovFuncND initialCovFunc, double initialSigmaNoise)
~SingleGP
classgaussian__process_1_1SingleGP.html
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()
CovFuncND
covFunc
classgaussian__process_1_1SingleGP.html
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TVector< TDoubleVector >
dataPoints
classgaussian__process_1_1SingleGP.html
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GPReg< TDoubleVector >
GP
classgaussian__process_1_1SingleGP.html
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CovFuncND
initialCovFunc
classgaussian__process_1_1SingleGP.html
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double
initialSigmaNoise
classgaussian__process_1_1SingleGP.html
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double
mean
classgaussian__process_1_1SingleGP.html
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double
sigmaNoise
classgaussian__process_1_1SingleGP.html
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TVector< double >
targetPoints
classgaussian__process_1_1SingleGP.html
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double
var
classgaussian__process_1_1SingleGP.html
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