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 links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.3.63)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for voglster from gravatar.com voglster

Credits

Author: Jim Vogel

Requires

Python >=3.6

Tags

tank_forecaster

Classifiers

Report project as malware

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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

0.3.54

0.3.53

0.3.52

0.3.51

0.3.50

0.3.49

0.3.48

0.3.47

0.3.46

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 release

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

0.3.26

0.3.24

0.3.23

0.3.22

0.3.21

0.3.20

0.3.18

0.3.17

0.3.16

0.3.15

0.3.14

0.3.13

0.3.12

0.3.11

0.3.10

0.3.9

0.3.8

0.3.7

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

0.2.15

0.1.35

0.1.34

0.1.33

0.1.32

0.1.31

0.1.30

0.1.29

0.1.28

0.1.27

0.1.26

0.1.25

0.1.24

0.1.23

0.1.22

0.1.21

0.1.20

0.1.19

0.1.18

0.1.17

0.1.16

0.1.15

0.1.14

0.1.13

0.1.12

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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