Plugins for parameter response multiple regression and parallel coordinates #394
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* added basic working regression plugin * testing * fixed typo
…#372) * added basic working regression plugin * testing * fixed typo * table looking good pvalue plot broken * p-value plot working, kinda, table removed
* added basic working regression plugin * testing * fixed typo * table looking good pvalue plot broken * p-value plot working, kinda, table removed * added working table * fix broken plugin * fix broken plugin
Add parameter_ignore as input to plugin Add some documentation
Fix typos and wording
Renamed ResponseParallelCoordinates to ResponseColoredParallelCoordinates Delete unused files ResponseColoredParallelCoordinates
…lCoordinates Delete parquet files
…ameterResponseMultipleRegression
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Further imporovements: Transforming parameters: Do it inplace at callback time.
write a function to iterate over selected parameters and transform them. this should be done before the _gen_model() call in the main callback. Interaction effects are generated first in that call so if transforms are done before they should not affect the algorithm at all. |
VincentNevermore
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Jul 19, 2022
…#394) Co-authored-by: Havard Bjerke <havard.bjerke@emerson.com>
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Resolves #361, resolves #379
Added plugins for parameter response multiple regression and parallel coordinates.
_parameter_response_multiple_regression.py visualizes the results of multiple linear regression of parameters and a chosen response using forward selection to limit the number of terms.
_parameter_response_parallel_coordinates.py genereates parallel coordinates plot colored by response.