EEMDlstm
EEMD Based LSTM Model for Time Series Forecasting
v1.0.1
·
Apr 13, 2026
·
GPL-3
Description
Forecasting univariate time series with ensemble empirical mode decomposition (EEMD) with long short-term memory (LSTM). For method details see Jaiswal, R. et al. (2022). <doi:10.1007/s00521-021-06621-3>.
Downloads
CRAN
487
Last 30 days
7858th
1.4K
Last 90 days
1.4K
Last year
Trend: -4.3% (30d vs prior 30d)
r2u
CRAN
11
Last 30 days
169
Last 90 days
411
Last year
Trend: -64.5% (30d vs prior 30d)
CRAN Check Status
2
NOTE
11
OK
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)
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.
Check History
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
Packages required but not available: 'keras', 'TSdeeplearning' 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 5 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.
Dependency Network
Version History
2 tracked
new
1.0.1
Apr 13, 2026
new
0.1.0
Sep 25, 2022