81 const LLMParam & getLLMParam()
const;
87 const std::vector<double> & getVectorWout()
const;
91 void normalizeVector(std::vector<double> & aaIndexVariables);
93 std::vector<double> neigh(
const Matrix<UInt> & cord,
Size win,
double radius);
unsigned int UInt
Unsigned integer type.
Definition: Types.h:94
Define parameters needed by the Local Linear Map (LLM) model.
Definition: LocalLinearMap.h:68
Main OpenMS namespace.
Definition: FeatureDeconvolution.h:46
Matrix< double > A_
linear mappings
Definition: LocalLinearMap.h:99
UInt xdim
Definition: LocalLinearMap.h:70
Matrix< UInt > cord_
coordinates of codebooks on grid
Definition: LocalLinearMap.h:101
LLMParam param_
parameters of the model
Definition: LocalLinearMap.h:97
double radius
Definition: LocalLinearMap.h:72
Trained Local Linear Map (LLM) model for peak intensity prediction.
Definition: LocalLinearMap.h:56
std::vector< double > wout_
linear bias
Definition: LocalLinearMap.h:100
Matrix< double > code_
codebook vectors
Definition: LocalLinearMap.h:98
size_t Size
Size type e.g. used as variable which can hold result of size()
Definition: Types.h:127
UInt ydim
Definition: LocalLinearMap.h:71