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TSdeeplearning

Deep Learning Model for Time Series Forecasting

v1.0.1 · Apr 13, 2026 · GPL-3

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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dependencies in R code

Namespaces in Imports field not imported from:
  ‘reticulate’ ‘tensorflow’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘reticulate’ ‘tensorflow’
  All declared Imports should be used.

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NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘reticulate’ ‘tensorflow’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

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
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘keras’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘reticulate’ ‘tensorflow’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

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
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘reticulate’ ‘tensorflow’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘reticulate’ ‘tensorflow’
  All declared Imports should be used.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies tensorflow keras reticulate tsutils BiocGenerics magrittr EEMDlstm TSdeeplearning

Version History

2 tracked
new 1.0.1 Apr 13, 2026
new 0.1.0 Sep 8, 2022