{"id":23940435,"url":"https://github.com/pockerman/probability_and_statistics_notes","last_synced_at":"2026-05-01T23:35:05.656Z","repository":{"id":159286622,"uuid":"628196042","full_name":"pockerman/probability_and_statistics_notes","owner":"pockerman","description":"Computational probability and statistics notes","archived":false,"fork":false,"pushed_at":"2024-12-23T16:46:48.000Z","size":2388,"stargazers_count":1,"open_issues_count":22,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-06T03:17:08.912Z","etag":null,"topics":["machine-learning","mathematics","optimization","probability","python","statistics"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/pockerman.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":"2023-04-15T07:36:51.000Z","updated_at":"2024-12-23T16:46:52.000Z","dependencies_parsed_at":"2023-10-03T17:06:29.862Z","dependency_job_id":"e019c75d-2175-4bd8-a8ee-84580026a345","html_url":"https://github.com/pockerman/probability_and_statistics_notes","commit_stats":null,"previous_names":["pockerman/probability_and_statistics_notes"],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pockerman%2Fprobability_and_statistics_notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pockerman%2Fprobability_and_statistics_notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pockerman%2Fprobability_and_statistics_notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pockerman%2Fprobability_and_statistics_notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pockerman","download_url":"https://codeload.github.com/pockerman/probability_and_statistics_notes/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240415458,"owners_count":19797635,"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":["machine-learning","mathematics","optimization","probability","python","statistics"],"created_at":"2025-01-06T03:17:11.200Z","updated_at":"2026-05-01T23:35:00.612Z","avatar_url":"https://github.com/pockerman.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Notes on Statistical Learning\n\nThis is a series of notes on probability and statistics. The notes are organised into \njupyter notebooks. As the name suggests these are just notes, so many topics will lack the\nrigorousness that a formal treatment of the subject would deliver.\n\n\n## Creating a book\n\nYou can create a book from the notes using \u003ca href=\"https://quarto.org/\"\u003eQuarto\u003c/a\u003e. \nYou can preview the book by using the following on the top level directory of the project.\n\n```\nquarto preview\n\n```\n\nYou can create a PDF document from the notebooks using\n\n```\nquarto render --to pdf\n```\n\n## Requirements\n\nThe notes depend on a set of requirements. You can use ```pip``` in order to\ninstall what is needed.\n\n```\npip install -r requirements.txt\n\n```\n\nIn addition, the notes use the \u003ca href=\"https://github.com/pockerman/mlutils\"\u003emlutils\u003c/a\u003e package.\nFollow the instructions therein on how to install.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpockerman%2Fprobability_and_statistics_notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpockerman%2Fprobability_and_statistics_notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpockerman%2Fprobability_and_statistics_notes/lists"}