{"id":23959612,"url":"https://github.com/otobrglez/markov-chains","last_synced_at":"2026-06-08T20:32:33.535Z","repository":{"id":138273491,"uuid":"369572189","full_name":"otobrglez/markov-chains","owner":"otobrglez","description":"Markov chain and FP experiments with Scala","archived":false,"fork":false,"pushed_at":"2021-05-28T12:26:13.000Z","size":34,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-24T12:17:32.594Z","etag":null,"topics":["functional-programming","markov-chain","scala","twitch"],"latest_commit_sha":null,"homepage":"","language":"Scala","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/otobrglez.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-05-21T15:06:25.000Z","updated_at":"2021-05-28T12:26:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"4029b368-66ce-4985-b0a5-699bcd6706d1","html_url":"https://github.com/otobrglez/markov-chains","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/otobrglez/markov-chains","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/otobrglez%2Fmarkov-chains","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/otobrglez%2Fmarkov-chains/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/otobrglez%2Fmarkov-chains/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/otobrglez%2Fmarkov-chains/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/otobrglez","download_url":"https://codeload.github.com/otobrglez/markov-chains/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/otobrglez%2Fmarkov-chains/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34080027,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-08T02:00:07.615Z","response_time":111,"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":["functional-programming","markov-chain","scala","twitch"],"created_at":"2025-01-06T18:49:47.218Z","updated_at":"2026-06-08T20:32:33.510Z","avatar_url":"https://github.com/otobrglez.png","language":"Scala","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Markov Chains with Scala\n\n![graph](markov-chain-example.svg)\n\nExploring different concepts and playing around with [Markov Chains][mc] and other FP stuff in Scala.\n\nThe code was also written as part of my exploration of [Twitch - @otobrglez](https://www.twitch.tv/otobrglez).\n\n## Examples\n\n### [gen1](src/main/scala/com/pinkstack/gen1) - Pulling crypto-currencies and generating names\n\n```bash\n$ sbt \"runMain com.pinkstack.gen1.SyncCurrenciesApp\"\n$ sbt \"runMain com.pinkstack.gen1.GenerateNameApp\"\n```\n\n### [gen2](src/main/scala/com/pinkstack/gen2) - Clean and simple FP implementation\n\n```bash\n$ sbt \"runMain com.pinkstack.gen1.Main\"\n```\n\n### [gen3](src/main/scala/com/pinkstack/gen3) - Playing with Cats Effect 3\n\n```bash\n$ sbt \"runMain com.pinkstack.gen3.Main\"\n```\n\n### [gen4](src/main/scala/com/pinkstack/gen4) - Getting crypto-currencies and syncing them locally in SQLite.\n\nFocus here was elegant usage of [Cats Effect 3][ce3] w/ [Doobie][doobie] and [sttp] \nwith [IO](https://typelevel.org/cats-effect/docs/2.x/datatypes/io) data type.\n\n```bash\n$ sbt \"runMain com.pinkstack.gen4.Main\"\n```\n\n### [gen5](src/main/scala/com/pinkstack/gen5) - Experimenting with Scala Cats [State data type / Monad][cats-state]\n\n```bash\n$ sbt \"runMain com.pinkstack.gen5.Main\"\n```\n\n\n## Resources\n\n- https://en.wikipedia.org/wiki/Markov_chain\n- https://brilliant.org/wiki/markov-chains/\n- https://towardsdatascience.com/introduction-to-markov-chains-50da3645a50d\n\n[mc]: https://en.wikipedia.org/wiki/Markov_chain\n\n## Author\n\n- [Oto Brglez](https://github.com/otobrglez) / [@otobrglez](https://twitter.com/otobrglez)\n\n[ce3]: https://typelevel.org/cats-effect/\n[doobie]: https://tpolecat.github.io/doobie/\n[sttp]: https://github.com/softwaremill/sttp\n[cats-state]: https://typelevel.org/cats/datatypes/state.html\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fotobrglez%2Fmarkov-chains","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fotobrglez%2Fmarkov-chains","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fotobrglez%2Fmarkov-chains/lists"}