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PyPi Version PyPI

SPOEF

Overview

SPOEF is a Python package that lets you easily generate features with signal processing methods from transaction data.

Example Usage - Generating Features

transaction_features_quarterly = feature_generation( data=data[["name", "date", "transaction"]], grouper="name", combine_fill_method="transaction", time_window='quarter', list_featuretypes=["FourierComplete", "WaveletComplete"], observation_length=1 )

Installation

pip install SPOEF

Documentation

The documentation can be found here.

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Signal PrOcEssing Features for transaction/balance data - Package

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