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small package for generating forecasts for gas tanks

Project description

Tank Forecaster

Small package for generating forecasts of fuel tank demand.


  • 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

    • define holidays and special events that effect fuel demand


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0.1.0 (2020-05-11)

  • First release on PyPI.

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