odtuyzt / chrono-kit

An open source time series analysis library for processing, analyzing, visualising and forecasting time series data
MIT License
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Implement Data Transforms. #13

Closed hasanemirakin closed 1 year ago

hasanemirakin commented 1 year ago

Implement data transformations functions such as power transforms, standardization and normalizations. Priorities are:

-Box-Cox (https://en.wikipedia.org/wiki/Power_transform#Box%E2%80%93Cox_transformation) -Standardization (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html) -Normalization (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html)

Please share if you have any other methods in mind.

hasanemirakin commented 1 year ago

I will implement these transformations

hasanemirakin commented 1 year ago

box_cox is implemented, working on standardization and normalization

hasanemirakin commented 1 year ago

standardization and minmaxscaling was implemented