TSdeeplearning
Deep Learning Model for Time Series Forecasting
Description
Provides deep learning models for time series forecasting using Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU). These models capture temporal dependencies and address vanishing gradient issues in sequential data. The package enables efficient forecasting for univariate time series. For methodological details see Jaiswal and co-authors (2022). <doi:10.1007/s00521-021-06621-3>.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
ERROR 10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
package dependencies
Package required but not available: ‘keras’ See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
NOTE 6 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 14, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘reticulate’ ‘tensorflow’ All declared Imports should be used.