Metadata-Version: 2.1
Name: tank_forecaster
Version: 0.3.63
Summary: small package for generating forecasts for gas tanks
Home-page: https://www.capspire.com
Author: Jim Vogel
Author-email: james.vogel@capspire.com
Keywords: tank_forecaster
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.6
Requires-Python: >=3.6
License-File: AUTHORS.rst

===============
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.
