fable.ata

Fable Modelling Wrappers for ATAforecasting Package

https://github.com/alsabtay/fable.ata

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (7.6%) to scientific vocabulary

Keywords

ataforecasting fable fabletools forecast forecasting
Last synced: 6 months ago · JSON representation

Repository

Fable Modelling Wrappers for ATAforecasting Package

Basic Info
Statistics
  • Stars: 4
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Topics
ataforecasting fable fabletools forecast forecasting
Created over 4 years ago · Last pushed over 2 years ago
Metadata Files
Readme License

README.md

fable.ata

'ATAforecasting' Modelling Interface for 'fable'

This package provides a tidy R interface to the Ata method procedure using fable. This package makes use of the ATAforecasting package for R.

Installation

You can install the stable version from CRAN:

install.packages("fable.ata")

You can install the development version from Github with:

``` r

install.packages("devtools")

devtools::install_github("alsabtay/fable.ata") ```

Example

USAccDeaths: Accidental Deaths in the US 1973--1978

r library(fable.ata) as_tsibble(USAccDeaths) %>% model(ata = AutoATA(value ~ trend("A") + season("A", method = "stl"))) %>% forecast(h=24)

Links

Github page

Github.io page

Github - ATAforecasting

Github.io - ATAforecasting

Project team website

Github - Intermittent Ata Method Package

Github.io Intermittent Ata Method Package

License

This package is free and open source software, licensed under GPL-3.

Owner

  • Name: Ali Sabri Taylan, Ph.D.
  • Login: alsabtay
  • Kind: user
  • Location: Turkey
  • Company: Dokuz Eylul University

He is a Ph.D. Statistician and works at DatamindTR. His research interests are econometrics, time series, high frequency, AI/ML models

GitHub Events

Total
Last Year

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 32
  • Total Committers: 3
  • Avg Commits per committer: 10.667
  • Development Distribution Score (DDS): 0.219
Past Year
  • Commits: 5
  • Committers: 1
  • Avg Commits per committer: 5.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
alsabtay a****n@g****m 25
‘alsabtay’ ‘****n@g****’ 5
mitchelloharawild m****d@m****u 2
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 0
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: about 7 hours
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
  • mitchelloharawild (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 347 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 3
  • Total maintainers: 1
cran.r-project.org: fable.ata

'ATAforecasting' Modelling Interface for 'fable' Framework

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 347 Last month
Rankings
Stargazers count: 26.2%
Forks count: 28.8%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Average: 37.5%
Downloads: 67.3%
Maintainers (1)
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • ATAforecasting >= 0.0.56 depends
  • fabletools >= 0.3.1 depends
  • distributional * imports
  • dplyr * imports
  • lubridate * imports
  • rlang * imports
  • stats * imports
  • tibble * imports
  • tsbox * imports
  • tsibble * imports