{"id":22636647,"url":"https://github.com/freguglia/vlmcmethods","last_synced_at":"2025-07-24T23:05:49.052Z","repository":{"id":115799614,"uuid":"372806065","full_name":"Freguglia/vlmcmethods","owner":"Freguglia","description":"C++ based implementations of Variable-Length Markov Chains (VLMC) and related methods.","archived":false,"fork":false,"pushed_at":"2021-06-01T17:26:31.000Z","size":193,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-29T05:12:33.819Z","etag":null,"topics":["context-tree","probabilistic-suffix-trees"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Freguglia.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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}},"created_at":"2021-06-01T11:30:37.000Z","updated_at":"2021-06-01T18:55:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"530a120d-3fcb-4410-a44a-938d7d90c079","html_url":"https://github.com/Freguglia/vlmcmethods","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Freguglia/vlmcmethods","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Freguglia%2Fvlmcmethods","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Freguglia%2Fvlmcmethods/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Freguglia%2Fvlmcmethods/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Freguglia%2Fvlmcmethods/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Freguglia","download_url":"https://codeload.github.com/Freguglia/vlmcmethods/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Freguglia%2Fvlmcmethods/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263041886,"owners_count":23404457,"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":["context-tree","probabilistic-suffix-trees"],"created_at":"2024-12-09T03:29:11.391Z","updated_at":"2025-07-01T22:04:10.430Z","avatar_url":"https://github.com/Freguglia.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, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"70%\"\n)\n```\n\n# vlmcmethods\n\n\u003c!-- badges: start --\u003e\n\u003c!-- badges: end --\u003e\n\nMethods for Variable-Length Markov Chain models...\n\n## Installation\n\nInstall the development version from [GitHub](https://github.com/) with:\n\n``` r\n# install.packages(\"devtools\")\ndevtools::install_github(\"Freguglia/vlmcmethods\")\n```\n## Example\n\n```{r example}\nlibrary(vlmcmethods)\n# Example dataset format\nstr(binchain)\n\n# Fitting VLMC via context algorithm\nfit \u003c- vlmcfit(binchain, Hmax = 8, cutoff = 10)\nfit\nsummary(fit)\n\n# Plotting trees\nplot(fit)\n\n# Obtain a tbl_graph object from the fitted tree (string)\ngraph \u003c- tree_graph(fit)\ngraph\n# You can use this object within the 'ggraph' package to create \n# custom visualizations\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffreguglia%2Fvlmcmethods","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffreguglia%2Fvlmcmethods","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffreguglia%2Fvlmcmethods/lists"}