Some tools for outliers detection, discretisation, correlation analysis and text correction.
@hupi-analytics / (3)
This package provided by HUPI ( http://www.hupi.fr ) has for the moment 4 tools :
- Outliers detection : We use some statistical test and/or some hypothesis to determine if there is outliers in the RDD. Then there is a function to replace this points with some features like mean, mediane, nearest quantile, nearest "maximum", ...
- Discretisation : This function allows you to discretized a quantitative variable with many options.
- Correlation : There is a lot of function on dataframe which compute some features about correlation.
- Text correction : With this function you can directly correct your text, it mostly removes typing mistakes.
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