tank-forecaster 0.3.36

small package for generating forecasts for gas tanks

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.