tank-forecaster


Nametank-forecaster JSON
Version 0.3.63 PyPI version JSON
download
home_pagehttps://www.capspire.com
Summarysmall package for generating forecasts for gas tanks
upload_time2023-04-04 14:30:33
maintainer
docs_urlNone
authorJim Vogel
requires_python>=3.6
license
keywords tank_forecaster
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            ===============
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.

            

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