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Chunked loading of training data#2423

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maxnoe merged 13 commits intocta-observatory:maincta-observatory/ctapipe:mainfrom LukasBeiske:chunked_trainingLukasBeiske/ctapipe:chunked_trainingCopy head branch name to clipboardNov 17, 2023

+186-149

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Commits on Nov 17, 2023

• Load training data in chunks when training an energy regressor

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• Check event validity after merging chunks and make it faster

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• Do all event validation in chunk loop; remove loading bar

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• Chunked loading for training particle clf and training disp reco

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• Add changelog

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• Fix line too long

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• Count invalid events as non-predictable, not valid events

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• Refactor reading training data into standalone funtion

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• Add docstring

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• Add type hints

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• Use relative imports, default logger, and correct type hint

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• Use keyword arguments

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• Use n_background for background events

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