Metadata-Version: 2.1
Name: tseries-featurizer
Version: 0.3
Summary: A time series featurizer.
Home-page: https://bitbucket.org/joanesplazaola/time-series-featurizer
Author: Joanes Plazaola
Author-email: joanes.plazamadi@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Requires-Dist: pandas
Requires-Dist: scipy
Requires-Dist: statsmodels
Requires-Dist: pywt
Requires-Dist: matplotlib

# Time-Series Featurizer

This module helps with the time series featurization, providing many tools and a simple interface for custom tools creation.

- Time-Domain Featurization
	- Mean
	- Min / Max
	- Standard deviation
	- Kurtosis
	- Skewness
	- ...

- Frequency-Domain Featurization
	- Peak detection
	- Energy
	- ...

- Auto-regression
	- AR
	- ARMA
	- ARIMA
	- VAR
	- ...

- Wavelet transform
- Hilbert's transform


