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audrex

Automatic Dynamic Regression using Extreme Gradient Boosting

v3.0.0 · Jan 7, 2026 · GPL-3

Description

Dynamic regression for time series using Extreme Gradient Boosting with hyper-parameter tuning via Bayesian Optimization or Random Search.

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CRAN Check Status

3 ERROR
11 OK
Show all 14 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 OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 ERROR
r-oldrel-macos-x86_64 ERROR
r-oldrel-windows-x86_64 ERROR
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 (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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ERROR r-oldrel-macos-arm64

package dependencies

Packages required and available but unsuitable versions:
  'graphics', 'grDevices'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
ERROR r-oldrel-macos-x86_64

package dependencies

Packages required and available but unsuitable versions:
  'graphics', 'grDevices'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
ERROR r-oldrel-windows-x86_64

package dependencies

Packages required and available but unsuitable versions:
  'graphics', 'grDevices'

See section 'The DESCRIPTION file' in the 'Writing R Extensions'
manual.
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

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Check History

ERROR 11 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE Mar 9, 2026
ERROR r-oldrel-macos-arm64

package dependencies

Packages required and available but unsuitable versions:
  'graphics', 'grDevices'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
ERROR r-oldrel-macos-x86_64

package dependencies

Packages required and available but unsuitable versions:
  'graphics', 'grDevices'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
ERROR r-oldrel-windows-x86_64

package dependencies

Packages required and available but unsuitable versions:
  'graphics', 'grDevices'

See section 'The DESCRIPTION file' in the 'Writing R Extensions'
manual.

Dependency Network

Dependencies Reverse dependencies xgboost imputeTS audrex

Version History

new 3.0.0 Mar 10, 2026