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This curated list contains python packages for time series analysis

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fw1121/awesome_time_series_in_python

 
 

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The python ecosystem contains different packages that can be used to process time series.

The following list is by no means exhaustive, feel free to submit a pr if you miss something.

Project NameDescription
PyFluxClassical time series forecasting models
tsfreshExtracts and filters features from time series, allowing supervised classificators and regressor to be applied to time series data
tspreprocessPreprocess time series (resampling, denoising etc.), still WIP
tslearnDirect time series classifiers and regressors
cesiumTime series platform with feature extraction aming for non uniformly sampled signals
hctsaMatlab based feature extraction which can be controlled from python
statsmodelsEconometrics package has a submodule for classical time series models and hypothesis tests
prophetTime series forecasting for time series data that has multiple seasonality with linear or non-linear growth
pyDSEARMA models for Dynamic System Estimation
fecon235Computational tools for financial economics
NitimeTimeseries analysis for neuroscience data

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