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Data monitoring and analysis codes #4

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gnperdue opened this issue Oct 8, 2019 · 1 comment
Open

Data monitoring and analysis codes #4

gnperdue opened this issue Oct 8, 2019 · 1 comment
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first-on-board-model

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@gnperdue
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gnperdue commented Oct 8, 2019

We need to build a suite of scripts to analyze the training to be sure it is appropriate for training and make sure we understand the inputs. What sort of data would we exclude?
@gnperdue
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News from @jasonstjohn

Automated data quality checks are next.  Other than a reasonable file size trend,
we don't have any assurance that we're getting all the data we want, and that it's
free of junk values, duplicates, etc.   I expect to fill in that 'etc' only with some
careful thought and experimentation (mostly plot-making).

@gnperdue gnperdue added this to the first-on-board-model milestone Dec 19, 2019
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