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Tank Forecaster

Small package for generating forecasts of fuel tank demand.

Features

  • tank_forecaster.validation
    • clean and format sales data

    • clean and format tank reading data

    • use sales data to impute missing values in tank readings

  • tank_forecaster.decompositions
    • create seasonal decomposition curves (yearly / monthly / weekly)

    • generate generic decomposition curves for instances of no data

  • tank_forecaster.forecaster
    • create short term forecasts with generalized additive models (fbprophet)

    • create long term forecasts with ARIMA type models

  • tank_forecaster.events
    • define holidays and special events that effect fuel demand

Credits

This package was created with Cookiecutter

History

0.1.0 (2020-05-11)

  • First release on PyPI.

Metadata

Release files for tank-forecaster 0.3.36

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Source distribution for tank-forecaster 0.3.36
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0.3.36 This release

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