35 #ifndef OPENMS_ANALYSIS_PIP_LOCALLINEARMAP_H
36 #define OPENMS_ANALYSIS_PIP_LOCALLINEARMAP_H
82 const LLMParam & getLLMParam()
const;
88 const std::vector<DoubleReal> & getVectorWout()
const;
92 void normalizeVector(std::vector<DoubleReal> & aaIndexVariables);
Matrix< DoubleReal > code_
codebook vectors
Definition: LocalLinearMap.h:99
Define parameters needed by the Local Linear Map (LLM) model.
Definition: LocalLinearMap.h:69
UInt xdim
Definition: LocalLinearMap.h:71
Matrix< UInt > cord_
coordinates of codebooks on grid
Definition: LocalLinearMap.h:102
Matrix< DoubleReal > A_
linear mappings
Definition: LocalLinearMap.h:100
LLMParam param_
parameters of the model
Definition: LocalLinearMap.h:98
Trained Local Linear Map (LLM) model for peak intensity prediction.
Definition: LocalLinearMap.h:57
DoubleReal radius
Definition: LocalLinearMap.h:73
size_t Size
Size type e.g. used as variable which can hold result of size()
Definition: Types.h:144
std::vector< DoubleReal > wout_
linear bias
Definition: LocalLinearMap.h:101
UInt ydim
Definition: LocalLinearMap.h:72
A two-dimensional matrix. Similar to std::vector, but uses a binary operator(,) for element access...
Definition: Matrix.h:79