small package for generating forecasts for gas tanks

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  • Author: Jim Vogel
  • Tags tank_forecaster
  • Requires: Python >=3.6
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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

Verified details

These details have been verified by PyPI
Maintainers
Avatar for voglster from gravatar.com voglster

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • Author: Jim Vogel
  • Tags tank_forecaster
  • Requires: Python >=3.6
Classifiers

Release history Release notifications | RSS feed

0.3.63

0.3.62

0.3.61

0.3.60

0.3.59

0.3.58

0.3.57

0.3.56

0.3.55

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0.3.44

0.3.43

0.3.42

0.3.41

0.3.40

0.3.39

0.3.38

0.3.37

This version

0.3.36

0.3.35

0.3.34

0.3.33

0.3.32

0.3.31

0.3.29

0.3.28

0.3.27

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0.3.0

0.2.15

0.1.35

0.1.34

0.1.33

0.1.32

0.1.31

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0.1.11

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.4

0.1.3

0.1.0

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