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.
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| Filename, size | File type | Python version | Upload date | Hashes |
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| Filename, size tank_forecaster-0.3.36.tar.gz (26.0 kB) | File type Source | Python version None | Upload date | Hashes View |