- May 02, 2023
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jason authored
update algorithm descriptions and labels
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Jason Sakellariou authored
Descriptions and labels copied from https://redmine.hbpmip.link/issues/728
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- Apr 11, 2023
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K.Filippopolitis authored
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K.Filippopolitis authored
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K.Filippopolitis authored
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- Apr 07, 2023
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ThanKarab authored
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- Nov 23, 2022
- Nov 22, 2022
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ThanKarab authored
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- Oct 03, 2022
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ThanKarab authored
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- Sep 21, 2022
- Dec 21, 2021
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ThanKarab authored
Dev/518/formula
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- Dec 20, 2021
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ThanKarab authored
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Jason Sakellariou authored
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- Nov 25, 2021
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Jason Sakellariou authored
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ThanKarab authored
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- Nov 04, 2021
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Jason Sakellariou authored
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- Nov 02, 2021
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Jason Sakellariou authored
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Jason Sakellariou authored
Working version of descriptive_stats with an optional formula parameter. The formula applies only to model results as it make little sense in single variable results. Moreover, all floats in the result are now rounded to two decimals for pesentation, and the tests have been corected accordingly.
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- Nov 01, 2021
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Jason Sakellariou authored
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- Oct 26, 2021
- Oct 25, 2021
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Jason Sakellariou authored
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Jason Sakellariou authored
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- Oct 21, 2021
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Jason Sakellariou authored
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Jason Sakellariou authored
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Jason Sakellariou authored
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Jason Sakellariou authored
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- Oct 06, 2021
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Jason Sakellariou authored
Currently logistic_regression tests with formula are failing. There is a subtle interaction between the formula coding of categorical variables and the the add_missing_levels method. The reason is that add_missing_levels is based on the known enumerations of categorical vars found the in the CDEs but the codings supported by the formula might add different enums to categorical vars.
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- Oct 04, 2021
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Jason Sakellariou authored
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- Sep 30, 2021
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Jason Sakellariou authored
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Jason Sakellariou authored
Algorithms now accept a new formula argument. This arg expects a description of a formula in Wilkinson notation in JSON format. From the description an actual string formula is constructed and passed to the patsy library from which the algorithm's design matrices are constructed. The rest of the execution remains unchanged. Currently only a subset of the full Wilkinson notation is implemented. Interactions are up to 3 terms and singleton terms have a limited number of transformations allowed. These are nop, log, exp, center, standardize, mul and div for numerical variables.
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Jason Sakellariou authored
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- Sep 03, 2021