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Add py.typed file and fix mypy, improve pre-commit configuration (#124) #431

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Run time

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Job	Run time
pre-commit checks	2m 53s
Unit tests - skl11	2m 54s
Unit tests - skl12	2m 44s
Unit tests - skl13	2m 48s
Unit tests - skl14	2m 47s
Unit tests - lgbm32	2m 49s
Unit tests - lgbm33	2m 44s
Unit tests - lgbm40	2m 44s
Unit tests - lgbm41	2m 43s
Unit tests - lgbm42	2m 48s
Unit tests - lgbm43	2m 44s
Unit tests - py38	2m 42s
Unit tests - py39	2m 43s
Unit tests - py310	2m 47s
Unit tests - py311	2m 51s
Unit tests - py312	2m 46s
	44m 27s