Studio/Job/ShapeScalarJob.h

Namespaces

Name
shapeworks User usage reporting (telemetry)

Classes

	Name
class	shapeworks::ShapeScalarJob

Source code

```cpp

pragma once

include

namespace shapeworks {

class Project;

class ShapeScalarJob : public Job { Q_OBJECT public: enum class JobType { Find_Components, MSE_Plot, Predict }; enum class Direction { To_Shape, To_Scalar };

ShapeScalarJob(QSharedPointer session, QString target_feature, Eigen::MatrixXd target_particles, JobType job_type); void run() override; QString name() override;

QPixmap get_plot();

void set_number_of_components(int num_components) { num_components_ = num_components; } void set_number_of_folds(int num_folds) { num_folds_ = num_folds; } void set_max_number_of_components(int num) { max_components_ = num; }

Eigen::VectorXd get_prediction() { return prediction_; };

static Eigen::VectorXd predict_scalars(QSharedPointer session, QString target_feature, Eigen::MatrixXd target_particles);

static Eigen::VectorXd predict_shape(QSharedPointer session, QString target_feature, Eigen::MatrixXd target_particles);

static void clear_model() { needs_clear_ = true; };

void set_direction(Direction direction) { direction_ = direction; }

private: void prep_data();

bool run_fit(); void run_prediction();

static Eigen::VectorXd predict(QSharedPointer session, QString target_feature, Eigen::MatrixXd target_particles, Direction direction);

QSharedPointer session_;

ParticleShapeStatistics stats_;

QString target_feature_;

QPixmap plot_;

Eigen::MatrixXd all_particles_; Eigen::MatrixXd all_scalars_;

Eigen::MatrixXd target_values_; Eigen::VectorXd prediction_;

bool num_components_ = 3; int num_folds_ = 5; int max_components_ = 20;

Direction direction_{Direction::To_Scalar}; JobType job_type_;

static std::atomic needs_clear_; }; } // namespace shapeworks ```

Updated on 2026-03-31 at 16:02:11 +0000