Creating an Extension for TSFRESH

richardsona4

Hello Product Development Community,

 

I would like to suggest the idea of creating an extension to operationalize the feature extraction method using TS-FRESH. The abbreviation stands for "Time Series Feature extraction based on scalable hypothesis tests".

 

TS-Fresh is a python package. It automatically calculates a large number of time series characteristics, the so-called features. Further, the package contains methods to evaluate the explaining power and importance of such characteristics for regression or classification tasks.

https://tsfresh.readthedocs.io/en/latest/ 

 

I am performing some research with this method, so having this feature extraction method in GUI vs. Command Line would be a major plus for expediting work efforts, especially those working with large IoT datasets, which can only be loaded as pandas dataframes first in the Python code (vs. any other types of files).

 

Thanks,

 

Anthony

 

 

sgenzer