{"id":23029665,"url":"https://github.com/antononcube/rakuforprediction-book","last_synced_at":"2026-06-01T03:31:45.724Z","repository":{"id":42647119,"uuid":"371073903","full_name":"antononcube/RakuForPrediction-book","owner":"antononcube","description":"Chapters, diagrams, work planning documents, and code for the book \"Raku for Prediction\".","archived":false,"fork":false,"pushed_at":"2026-04-13T12:27:41.000Z","size":87533,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-04-13T14:23:43.655Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RakuForPrediction-book\n\n## In brief\n\nChapters, diagrams, work planning documents, and code for the book \"Raku for Prediction\".\n\nHere is a mind-map of the book:\n\n[![BookMindMap](./org/Raku-for-Prediction-book-mind-map.png)](./org/Raku-for-Prediction-book-mind-map.pdf)\n\nHere is an org-mode file with the work plan: \n[Raku-for-Prediction-book-work-plan.org](./org/Raku-for-Prediction-book-work-plan.org).\n\n------\n\n## Presentations\n\n- [\"Raku for Prediction\" at The Raku Conference 2021](./Presentations/TRC-2021), [AAv1]\n\n- [\"Multi-language Data-Wrangling Conversational Agent\"](https://www.youtube.com/watch?v=pQk5jwoMSxs), [AAv2]\n\n- [\"Multi language Data Acquisition Conversational Agent (extended version)\"](https://www.youtube.com/watch?v=KlEl2b8oxb8), [AAv6]\n\n- [\"Doing it like a Cro\"](https://www.youtube.com/watch?v=wS1lqMDdeIY)\n\n------\n\n## References\n\n### Articles, books\n\n[AA1] Anton Antonov, \"Data wrangling in Raku\", (2021), RakuForPrediction-book at GitHub.\n\n[AA2] Anton Antonov,\n[\"Connecting Raku to Mathematica\"](https://github.com/antononcube/RakuForPrediction-book/blob/main/Articles/Connecting-Mathematica-and-Raku.md),\n(2021),\n[RakuForPrediction-book at GitHub](https://github.com/antononcube/RakuForPrediction-book).\n\n### Raku packages\n\n[AAp1] Anton Antonov,\n[Data::Reshapers](https://modules.raku.org/dist/Data::Reshapers:cpan:ANTONOV),\n(2021),\n[Raku Modules](https://modules.raku.org).\n\n[AAp2] Anton Antonov,\n[Data::Summarizers](https://github.com/antononcube/Raku-Data-Summarizers),\n(2021),\n[Raku Modules](https://modules.raku.org).\n\n[AAp3] Anton Antonov,\n[Data::ExampleDatasets](https://github.com/antononcube/Raku-Data-ExampleDatasets),\n(2021),\n[Raku Modules](https://modules.raku.org).\n\n[AAp4] Anton Antonov,\n[Data::Generators](https://modules.raku.org/dist/Data::Generators:cpan:ANTONOV),\n(2021),\n[Raku Modules](https://modules.raku.org).\n\n[AAp5] Anton Antonov,\n[Mathematica::Serializer Raku package](https://github.com/antononcube/Raku-Mathematica-Serializer),\n(2021),\n[GitHub/antononcube](https://github.com/antononcube).\n\n### Raku DSL packages\n\n[AAp6] Anton Antonov,\n[DSL::English::DataQueryWorkflows Raku package](https://github.com/antononcube/Raku-DSL-English-DataQueryWorkflows),\n(2020-2021),\n[GitHub/antononcube](https://github.com/antononcube).\n\n[AAp7] Anton Antonov,\n[DSL::English::DataAcquisitionWorkflows Raku package](https://github.com/antononcube/Raku-DSL-English-DataAcquisitionWorkflows),\n(2021), [GitHub/antononcube](https://github.com/antononcube).\n\n[AAp8] Anton Antonov,\n[DSL::Utilities::ComprehensiveTranslation](https://github.com/antononcube/Raku-DSL-Shared-Utilities-ComprehensiveTranslation),\n(2020-2021),\n[GitHub/antononcube](https://github.com/antononcube).\n\n### Repositories\n\n[AAr1] Anton Antonov,\n[ConversationalAgents](https://github.com/antononcube/ConversationalAgents),\n(2017-2021),\n[GitHub/antononcube](https://github.com/antononcube).\n\n[AAr2] Anton Antonov,\n[Data Acquisition Engine project](https://github.com/antononcube/Data-Acquisition-Engine-project),\n(2021),\n[GitHub/antononcube](https://github.com/antononcube).\n\n[AAr3] Anton Antonov,\n[NLP Template Engine](https://github.com/antononcube/NLP-Template-Engine),\n(2021),\n[GitHub/antononcube](https://github.com/antononcube).\n\n\n### Presentation video recordings\n\n[AAv1] Anton Antonov,\n[\"Raku for Prediction\"](https://conf.raku.org/talk/157),\n(2021),\n[The Raku Conference 2021](https://conf.raku.org).\n\n[AAv2] Anton Antonov,\n[\"Multi-language Data-Wrangling Conversational Agent\"](https://www.youtube.com/watch?v=pQk5jwoMSxs),\n(2020),\nWolfram Technology Conference 2020,\n[YouTube/Wolfram](https://www.youtube.com/channel/UCJekgf6k62CQHdENWf2NgAQ).\n\n[AAv3] Anton Antonov,\n[\"Data Transformation Workflows with Anton Antonov, Session #1\"](https://www.youtube.com/watch?v=iXrXMQdXOsM),\n(2020),\n[YouTube/Wolfram](https://www.youtube.com/channel/UCJekgf6k62CQHdENWf2NgAQ).\n\n[AAv4] Anton Antonov,\n[\"Data Transformation Workflows with Anton Antonov, Session #2\"](https://www.youtube.com/watch?v=DWGgFsaEOsU),\n(2020),\n[YouTube/Wolfram](https://www.youtube.com/channel/UCJekgf6k62CQHdENWf2NgAQ).\n\n[AAv5] Anton Antonov,\n[\"Doing it like a Cro (Raku data wrangling Shortcuts demo)\"](https://youtu.be/wS1lqMDdeIY),\n(2021),\n[YouTube/Anton.Antonov.Antonov](https://www.youtube.com/channel/UC5qMPIsJeztfARXWdIw3Xzw).\n\n[AAv6] Anton Antonov,\n[\"Multi language Data Acquisition Conversational Agent (extended version)\"](https://www.youtube.com/watch?v=KlEl2b8oxb8),\n(2021),\n[YouTube/Anton.Antonov.Antonov](https://www.youtube.com/channel/UC5qMPIsJeztfARXWdIw3Xzw).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fantononcube%2Frakuforprediction-book","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fantononcube%2Frakuforprediction-book","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fantononcube%2Frakuforprediction-book/lists"}