Signal PrOcEssing Features for transaction data
Project description
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.
Project details
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