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.
1 maintainer
Release files for tank-forecaster 0.3.36
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tank_forecaster-0.3.36.tar.gz | 26.0 kB | Details |
Release files / tank_forecaster-0.3.36.tar.gz
| Download URL | tank_forecaster-0.3.36.tar.gz |
|---|---|
| Size | 26.0 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.2.0 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.8.2
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