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Fix precision#668

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NimaSarajpoor wants to merge 25 commits intoTDAmeritrade:mainTDAmeritrade/stumpy:mainfrom NimaSarajpoor:fix_precisionNimaSarajpoor/stumpy:fix_precisionCopy head branch name to clipboard

+835-44

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Commits on Sep 6, 2022

• add test function for input with identical subseqs

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  eeb257a

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• Recalculate var if it is less than a threshold

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Commits on Sep 7, 2022

• Add test function for identical subseq with different scales

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• recalculare pearson if it exceeds a threshold

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  0463654

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• Add new test function

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• Add volatile test function

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  5ecaf36

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• add test function to investigate issue

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  f278a1d

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• Modify test functions

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  2714e72

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• modify test function

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• modify test function and add spacer np.inf

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Commits on Sep 10, 2022

• modify input for test function

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Commits on Sep 14, 2022

• merge from main

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Commits on Sep 15, 2022

• change std threshold

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• commenting the bypassing of test function

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  2862c52

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Commits on Oct 2, 2022

• Rename var name and change its default value

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Commits on Oct 4, 2022

• Add new seed to test function

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  897b448

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• return std itself instead of its inverse

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  e98a0b8

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• recalculate cov if its denom becomes too small

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  4de61e5

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• replace hard coded value with config variable

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  09a9af2

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• Fix format

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  f6989fa

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• Update test function

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  353336a

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• update code and docstring

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Commits on Oct 8, 2022

• Add precision calculation notebook

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Commits on Oct 9, 2022

• update notebook

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Commits on Oct 11, 2022

• Add unit tests to capture loss of precision

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