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 (prophet)

    • 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.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for voglster from gravatar.com voglster

Credits

Author: Jim Vogel

Requires

Python >=3.6

Tags

tank_forecaster

Classifiers

Report project as malware

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Source Distribution

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