{"id":16469254,"url":"https://github.com/hongooi73/glmnetutils","last_synced_at":"2026-04-04T12:58:39.530Z","repository":{"id":29646498,"uuid":"33188063","full_name":"hongooi73/glmnetUtils","owner":"hongooi73","description":"Utilities for glmnet","archived":false,"fork":false,"pushed_at":"2023-09-10T05:15:34.000Z","size":326,"stargazers_count":63,"open_issues_count":5,"forks_count":18,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-04-26T22:23:30.091Z","etag":null,"topics":["cross-validation","glmnet","lasso","r","regression-models"],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hongooi73.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2015-03-31T13:51:31.000Z","updated_at":"2024-04-25T13:22:48.000Z","dependencies_parsed_at":"2022-08-30T21:31:30.389Z","dependency_job_id":"ebd75034-577f-465f-9c25-5de25270f818","html_url":"https://github.com/hongooi73/glmnetUtils","commit_stats":{"total_commits":103,"total_committers":3,"mean_commits":"34.333333333333336","dds":"0.10679611650485432","last_synced_commit":"5b018681419abe910fff49128109ff40220fcb28"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FglmnetUtils","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FglmnetUtils/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FglmnetUtils/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hongooi73%2FglmnetUtils/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hongooi73","download_url":"https://codeload.github.com/hongooi73/glmnetUtils/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253135926,"owners_count":21859708,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cross-validation","glmnet","lasso","r","regression-models"],"created_at":"2024-10-11T12:06:28.252Z","updated_at":"2025-12-12T00:38:03.278Z","avatar_url":"https://github.com/hongooi73.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# glmnetUtils\n\n![R-CMD-check](https://github.com/hongooi73/glmnetUtils/workflows/R-CMD-check/badge.svg)\n\nSome quality-of-life functions to streamline the process of fitting elastic net models with `glmnet`, specifically:\n\n* `glmnet.formula` provides a formula/data frame interface to `glmnet`.\n* `cv.glmnet.formula` does a similar thing for `cv.glmnet`.\n* Methods for `predict` and `coef` for both the above.\n* A function `cva.glmnet` to choose both the alpha and lambda parameters via cross-validation, following the approach described in the help page for `cv.glmnet`. Optionally does the cross-validation in parallel.\n* Methods for `plot`, `predict` and `coef` for the above.\n\nYou can install the development version from Github using `devtools::install_github`.\n\n    install.packages(\"devtools\")\n    library(devtools)\n    install_github(\"hongooi73/glmnetUtils\")\n    library(glmnetUtils)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhongooi73%2Fglmnetutils","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhongooi73%2Fglmnetutils","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhongooi73%2Fglmnetutils/lists"}