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. |
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Base class for classification tasks. |
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Use a scikit-learn regression model per telescope type to predict primary energy. |
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Predict dl2 particle classification. |
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Predict absolute value and sign for disp origin reconstruction and convert to altitude and azimuth prediction for each telescope. |
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Class to train sklearn based reconstructors in a cross validation. |