{"id":32207749,"url":"https://github.com/dynverse/dynfeature","last_synced_at":"2025-10-22T05:59:08.039Z","repository":{"id":32061397,"uuid":"131116949","full_name":"dynverse/dynfeature","owner":"dynverse","description":"Extracting relevant features from single-cell trajectories 🎯","archived":false,"fork":false,"pushed_at":"2023-03-01T21:37:17.000Z","size":484,"stargazers_count":0,"open_issues_count":0,"forks_count":3,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-10-22T05:59:03.746Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dynverse.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2018-04-26T07:27:18.000Z","updated_at":"2021-12-07T18:41:30.000Z","dependencies_parsed_at":"2025-10-22T05:59:05.630Z","dependency_job_id":null,"html_url":"https://github.com/dynverse/dynfeature","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/dynverse/dynfeature","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dynverse%2Fdynfeature","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dynverse%2Fdynfeature/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dynverse%2Fdynfeature/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dynverse%2Fdynfeature/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dynverse","download_url":"https://codeload.github.com/dynverse/dynfeature/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dynverse%2Fdynfeature/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280389299,"owners_count":26322507,"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","status":"online","status_checked_at":"2025-10-22T02:00:06.515Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2025-10-22T05:59:02.768Z","updated_at":"2025-10-22T05:59:08.034Z","avatar_url":"https://github.com/dynverse.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r setup1, include=FALSE}\nknitr::opts_chunk$set(fig.path=\".readme_files/\", warning=FALSE, message=FALSE, error=FALSE, echo = TRUE)\n```\n\n\n\u003c!-- badges: start --\u003e\n[![R-CMD-check](https://github.com/dynverse/dynfeature/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/dynverse/dynfeature/actions/workflows/R-CMD-check.yaml)\n[![Codecov test coverage](https://codecov.io/gh/dynverse/dynfeature/branch/master/graph/badge.svg)](https://app.codecov.io/gh/dynverse/dynfeature?branch=master)\n[**Tutorials**](https://dynverse.org)\n\u003c!-- badges: end --\u003e\n\n# Calculating differentially expressed features across a trajectory\n\nIncluded are methods to\n\n* Calculate the overall feature importance, using `calculate_overall_feature_importance`\n* Calculate the importance of a feature at a bifurcation point, using `calculate_milestone_feature_importance`\n\nThe plotting of the top features is nicely intergrated into [dynplot](https://github.com/dynverse/dynplot)\n\n[![dynplot heatmap](https://raw.githubusercontent.com/dynverse/dynplot/devel/.readme_files/heatmap-1.png)](https://github.com/dynverse/dynplot)\n\n## Latest changes\n\nCheck out `news(package = \"dynwrap\")` or [NEWS.md](NEWS.md) for a full list of changes.\n\n\u003c!-- This section gets automatically generated from NEWS.md --\u003e\n\n```{r news, echo=FALSE, results=\"asis\"}\ncat(dynutils::recent_news())\n```\n\n## Dynverse dependencies\n\n\u003c!-- Generated by \"update_dependency_graphs.R\" in the main dynverse repo --\u003e\n![](man/figures/dependencies.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdynverse%2Fdynfeature","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdynverse%2Fdynfeature","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdynverse%2Fdynfeature/lists"}