Deepak Sadulla dsadulla
wolframalpha
/ autofit_outliertreatment.py
Last active
March 31, 2022 02:52
Function to remove or cap outliers in columns of a `pandas.DataFrame`
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| def treatoutliers(self, df=None, columns=None, factor=1.5, method='IQR', treament='cap'): | |
| """ | |
| Removes the rows from self.df whose value does not lies in the specified standard deviation | |
| :param columns: | |
| :param in_stddev: | |
| :return: | |
| """ | |
| # if not columns: | |
| # columns = self.mandatory_cols_ + self.optional_cols_ + [self.target_col] | |
| if not columns: |
vakila
/ LilLambda.ipynb
Last active
January 27, 2023 05:51
Anjana Vakil, "Mary had a little lambda", OSCON 2018 (https://conferences.oreilly.com/oscon/oscon-or/public/schedule/detail/67384) & EuroPython 2017 (https://youtu.be/7BsfMMYvGaU)
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| vif_func<-function(in_frame,thresh=10,trace=T,wts=NULL,...){ | |
| library(fmsb) | |
| if(any(!'data.frame' %in% class(in_frame))) in_frame<-data.frame(in_frame) | |
| if(is.null(wts)) | |
| wts <- rep(1, ncol(in_frame)) | |
| if(!is.null(wts)) | |
| if(length(wts)!=ncol(in_frame)) stop('length of weights must equal number of variables') |