Other packages > Find by keyword >

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", "1.1.1")



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 1.1.1, https://cran.r-project.org/web/packages/temper. Accessed 28 Oct. 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA