TDSTNN

Time Delay Spatio Temporal Neural Network

CRAN Package

STARMA (Space-Time Autoregressive Moving Average) models are commonly utilized in modeling and forecasting spatiotemporal time series data. However, the intricate nonlinear dynamics observed in many space-time rainfall patterns often exceed the capabilities of conventional STARMA models. This R package enables the fitting of Time Delay Spatio-Temporal Neural Networks, which are adept at handling such complex nonlinear dynamics efficiently. For detailed methodology, please refer to Saha et al. (2020) doi:10.1007/s00704-020-03374-2.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release05/26/2024

Team


Insights

Last 30 days

This package has been downloaded 101 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
3 downloadsMar 4, 2025
4 downloadsMar 5, 2025
3 downloadsMar 6, 2025
2 downloadsMar 7, 2025
0 downloadsMar 8, 2025
2 downloadsMar 9, 2025
1 downloadsMar 10, 2025
4 downloadsMar 11, 2025
3 downloadsMar 12, 2025
6 downloadsMar 13, 2025
5 downloadsMar 14, 2025
4 downloadsMar 15, 2025
1 downloadsMar 16, 2025
1 downloadsMar 17, 2025
7 downloadsMar 18, 2025
4 downloadsMar 19, 2025
6 downloadsMar 20, 2025
5 downloadsMar 21, 2025
2 downloadsMar 22, 2025
1 downloadsMar 23, 2025
4 downloadsMar 24, 2025
2 downloadsMar 25, 2025
9 downloadsMar 26, 2025
5 downloadsMar 27, 2025
2 downloadsMar 28, 2025
1 downloadsMar 29, 2025
2 downloadsMar 30, 2025
6 downloadsMar 31, 2025
3 downloadsApr 1, 2025
3 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
9

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,084 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jun 01, 2024 with 44 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package