{"id":13666018,"url":"https://github.com/randel/MixRF","last_synced_at":"2025-04-26T09:31:55.430Z","repository":{"id":33704450,"uuid":"37357599","full_name":"randel/MixRF","owner":"randel","description":"A random-forest-based approach for imputing clustered incomplete data","archived":false,"fork":false,"pushed_at":"2017-05-06T12:56:21.000Z","size":186,"stargazers_count":35,"open_issues_count":3,"forks_count":14,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-19T08:53:27.280Z","etag":null,"topics":["gene-expression","imputation","mixed-models","random-forest"],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"jscs-dev/node-jscs","license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/randel.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}},"created_at":"2015-06-13T04:21:18.000Z","updated_at":"2024-10-09T05:54:14.000Z","dependencies_parsed_at":"2022-08-03T17:45:34.289Z","dependency_job_id":null,"html_url":"https://github.com/randel/MixRF","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/randel%2FMixRF","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/randel%2FMixRF/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/randel%2FMixRF/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/randel%2FMixRF/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/randel","download_url":"https://codeload.github.com/randel/MixRF/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250967080,"owners_count":21515527,"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":["gene-expression","imputation","mixed-models","random-forest"],"created_at":"2024-08-02T06:00:55.645Z","updated_at":"2025-04-26T09:31:55.127Z","avatar_url":"https://github.com/randel.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"MixRF\n=====\n\n### A random-forest-based approach for imputing clustered incomplete data\n\nThis `R` package offers random-forest-based functions to impute clustered incomplete data. The package is tailored for but not limited to imputing multitissue expression data, in which a gene's expression is measured on the collected tissues of an individual but missing on the uncollected tissues.\n\n### Installation\n- For the stable version from [CRAN](https://cran.r-project.org/web/packages/MixRF/index.html):\n```r\ninstall.packages('MixRF')\n```\n- For the development version (requiring the `devtools` package):\n```r\ndevtools::install_github('randel/MixRF')\n```\n\n### Reference\n\nWang, J., Gamazon, E. R., Pierce, B. L., Stranger B. E., Im, H. K., Gibbons, R. D., Cox, N. J., Nicolae, D. L., \u0026 Chen, L. S. (2016). Imputing Gene Expression in Uncollected Tissues Within and Beyond GTEx. *American Journal of Human Genetics*. http://dx.doi.org/10.1016/j.ajhg.2016.02.020\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frandel%2FMixRF","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frandel%2FMixRF","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frandel%2FMixRF/lists"}