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drglm

Fitting Linear and Generalized Linear Models in "Divide and Recombine" approach in R

https://github.com/nayemmh/drglm

Science Score: 13.0%

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    Low similarity (14.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Fitting Linear and Generalized Linear Models in "Divide and Recombine" approach in R

Basic Info
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 1
  • Releases: 1
Created about 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Changelog License

README.Rmd 

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# drglm


[![CRAN status](https://www.r-pkg.org/badges/version/drglm)](https://CRAN.R-project.org/package=drglm)
[![Codecov test coverage](https://codecov.io/gh/NayemMH/drglm/branch/main/graph/badge.svg)](https://app.codecov.io/gh/NayemMH/drglm?branch=main)
[![R-CMD-check](https://github.com/NayemMH/drglm/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/NayemMH/drglm/actions/workflows/R-CMD-check.yaml)


The package 'drglm' can be used to fit Linear and Generalized Linear Models to large as well as out of the memory data sets using "Divide and Recombine (D&R) " strategy. This is the first package in R that supports fitting Multinomial logistic regression models to large data sets in D&R method. 

## Installation

You can install the development version of drglm from [GitHub](https://github.com/NayemMH/drglm) with:

``` r
# install.packages("devtools")
devtools::install_github("NayemMH/drglm")
```

## Example

For practical examples and coding, users are refereed to check the vignettes of the 'drglm' paper for better understandings.

Owner

  • Login: NayemMH
  • Kind: user

GitHub Events

Total
Last Year

Packages

  • Total packages: 1
  • Total downloads:
    • cran 207 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
cran.r-project.org: drglm

Fitting Linear and Generalized Linear Models in "Divide and Recombine" Approach to Large Data Sets

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 207 Last month
Rankings
Dependent packages count: 28.5%
Dependent repos count: 35.2%
Average: 50.1%
Downloads: 86.7%
Maintainers (1)
mhnayem.cu.stat@outlook.com
Last synced: 11 months ago

Dependencies

.github/workflows/R-CMD-check.yaml actions
  • actions/checkout v4 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action v4.5.0 composite
  • actions/checkout v4 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION cran
  • R >= 3.5.0 depends
  • nnet * imports
  • speedglm * imports
  • stats * imports
  • knitr * suggests
  • rmarkdown * suggests
  • testthat >= 3.0.0 suggests