Skip to main content
Join the official 2020 Python Developers SurveyStart the survey!

small package for generating forecasts for gas tanks

Project description

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.

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for tank-forecaster, version 0.3.34
Filename, size File type Python version Upload date Hashes
Filename, size tank_forecaster-0.3.34.tar.gz (25.6 kB) File type Source Python version None Upload date Hashes View

Supported by

Pingdom Pingdom Monitoring Google Google Object Storage and Download Analytics Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page