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temper  

Temporal Encoder-Masked Probabilistic Ensemble Regressor
View on CRAN: Click here


Download and install temper package within the R console
Install from CRAN:
install.packages("temper")

Install from Github:
library("remotes")
install_github("cran/temper")

Install by package version:
library("remotes")
install_version("temper", "1.1.0")



Attach the package and use:
library("temper")
Maintained by
Giancarlo Vercellino
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-15
Latest Update: 2025-07-15
Description:
Implements a probabilistic ensemble time-series forecaster that combines an auto-encoder with a neural decision forest whose split variables are learned through a differentiable feature-mask layer. Functions are written with 'torch' tensors and provide CRPS (Continuous Ranked Probability Scores) training plus mixture-distribution post-processing.
How to cite:
Giancarlo Vercellino (2025). temper: Temporal Encoder-Masked Probabilistic Ensemble Regressor. R package version 1.1.0, https://cran.r-project.org/web/packages/temper. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:12), 1.0.0 (2025-07-15 13:40), 1.1.0 (2025-08-18 13:20)
Other packages that cited temper R package
View temper citation profile
Other R packages that temper depends, imports, suggests or enhances
Complete documentation for temper
Functions, R codes and Examples using the temper R package
Full temper package functions and examples
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