Reconstructors based on Scikit-Learn (sklearn
)¶
Introduction¶
This module provides Reconstructor
implementations based on
scikit-learn
machine learning algorithms.
Reference/API¶
ctapipe.reco.sklearn Module¶
Component Wrappers around sklearn models
Classes¶
|
Base Class for a Machine Learning Based Reconstructor. |
|
Base class for regression tasks |
|
Base class for classification tasks |
|
Use a scikit-learn regression model per telescope type to predict primary energy |
|
Predict dl2 particle classification |
|
Predict absolute value and sign for disp origin reconstruction for each telescope. |
|
Class to train sklearn based reconstructors in a cross validation |