Estimator.h File Reference

#include <iosfwd>
#include <memory>
#include <string>
#include "lucid/lib/eigen.h"
#include "lucid/model/Parametrizable.h"
#include "lucid/model/Request.h"

Classes
class	lucid::Estimator
	Given two vector spaces, \( \texttip{\mathcal{X}}{Polish sample vector space} \subseteq \mathbb{R}^{d_x} \) and \( \texttip{\mathcal{Y}}{Polish sample vector space} \subseteq \mathbb{R}^{d_y} \), and a map \( f: \mathcal{X} \to \mathcal{Y} \), the Estimator's goal is to produce a model \( f^*:\mathcal{X} \to \mathcal{Y} \) that best approximates \( f \). More...

Namespaces
namespace	lucid
	Root namespace for the lucid library.
namespace	lucid::scorer
	Collection of utilities used to score the accuracy of estimators.

Typedefs
using	lucid::OutputComputer = std::function<ConstMatrixRefCopy(const Estimator&, ConstMatrixRef)>
	Instead of providing the outputs directly to the estimator, this function can be used to compute them on the fly.
using	lucid::scorer::Scorer = std::function<double(const Estimator&, ConstMatrixRef, ConstMatrixRef)>
	Function type used to score the estimator.
using	lucid::scorer::ScorerType = double (*)(const Estimator&, ConstMatrixRef, ConstMatrixRef)
	Function pointer type used to score the estimator.

Detailed Description

Author

Room 6.030

Copyright

2025 lucid

Licence:

BSD 3-Clause License

Estimator class.