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TSANN

0.1.0Package record

Time Series Artificial Neural Network

0packages depend
3.2Kdownloads / year
–test coverage
13/13flavors OK

Overview

About

The best ANN structure for time series data analysis is a demanding need in the present era. This package will find the best-fitted ANN model based on forecasting accuracy. The optimum size of the hidden layers was also determined after determining the number of lags to be included. This package has been developed using the algorithm of Paul and Garai (2021) doi:10.1007/s00500-021-06087-4.

Install

Health

CRAN checks
13OK
Slowest check: 2.1 min · r-devel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 0.1.0
READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION
Help pages
1
Examples that run
100%1 run in a plain check
Exported functions with examples
100%
Documented parameters
100%
Return-value docs
100%
Help pages citing references
100%

Downloads

3.2K
CRAN downloads in the past year
Rank #17,150 · ~9/day · ~263/mo
Daily download trend is not available in this view yet.
27030 days
73690 days
3.2K1 year
Compare downloads with other packages →
Also on90 r2u5 autocran94 c2d4u

Dependencies

Declared dependencies
2 external dependencies (excludes base and recommended)

Installing TSANN adds 29 packages (17 with compiled code, 21 MB of source tarballs). Heaviest: ggplot2 6.0 MB, colorspace 2.0 MB, Rcpp 1.8 MB.

Depends (0)
none
Imports (4)
forecastgtoolsstatsutils
LinkingTo (0)
none
Suggests (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

People & History

People (3)
Author, Maintainer since 0.1.0 (2021)
Releases (1)
  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • R
    R 4.2.0 released · 2022-04-22
  • 0.1.0Latest
    2021-12-14 · current release
  • R
    R 4.1.0 released · 2021-05-18

Package metadata

First published
2021-12-14
Total releases
1 / 5 yrs
License
GPL-3 OSI
Download size
2.5 KB
Appears in task views

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TSANN")
Yeasin, M., Paul, R. K., & Sinha, D. (2021). TSANN: Time Series Artificial Neural Network (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.TSANN

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for TSANN version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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