{"id":13647129,"url":"https://github.com/afshinea/stanford-cs-221-artificial-intelligence","last_synced_at":"2025-07-06T16:02:09.335Z","repository":{"id":44430903,"uuid":"188356619","full_name":"afshinea/stanford-cs-221-artificial-intelligence","owner":"afshinea","description":"VIP cheatsheets for Stanford's CS 221 Artificial Intelligence","archived":false,"fork":false,"pushed_at":"2019-12-17T05:18:38.000Z","size":10548,"stargazers_count":2646,"open_issues_count":1,"forks_count":508,"subscribers_count":84,"default_branch":"master","last_synced_at":"2025-01-31T06:39:30.010Z","etag":null,"topics":["a-star","artificial-intelligence","bayesian-networks","cheatsheet","constraint-satisfaction-problem","data-science","markov-decision-processes"],"latest_commit_sha":null,"homepage":"https://stanford.edu/~shervine/teaching/cs-221/","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/afshinea.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-05-24T05:16:45.000Z","updated_at":"2025-01-28T18:59:24.000Z","dependencies_parsed_at":"2022-08-30T22:30:20.041Z","dependency_job_id":null,"html_url":"https://github.com/afshinea/stanford-cs-221-artificial-intelligence","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afshinea%2Fstanford-cs-221-artificial-intelligence","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afshinea%2Fstanford-cs-221-artificial-intelligence/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afshinea%2Fstanford-cs-221-artificial-intelligence/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/afshinea%2Fstanford-cs-221-artificial-intelligence/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/afshinea","download_url":"https://codeload.github.com/afshinea/stanford-cs-221-artificial-intelligence/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245591617,"owners_count":20640692,"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":["a-star","artificial-intelligence","bayesian-networks","cheatsheet","constraint-satisfaction-problem","data-science","markov-decision-processes"],"created_at":"2024-08-02T01:03:21.388Z","updated_at":"2025-03-26T04:42:28.759Z","avatar_url":"https://github.com/afshinea.png","language":null,"funding_links":[],"categories":["Machine Learning Tutorials","Others"],"sub_categories":["Data Management"],"readme":"# Artificial Intelligence cheatsheets for Stanford's CS 221\nAvailable in [English](https://github.com/afshinea/stanford-cs-221-artificial-intelligence/tree/master/en) - [Français](https://github.com/afshinea/stanford-cs-221-artificial-intelligence/tree/master/fr) - [Türkçe](https://github.com/afshinea/stanford-cs-221-artificial-intelligence/tree/master/tr)\n\n## Goal\nThis repository aims at summing up in the same place all the important notions that are covered in Stanford's CS 221 Artificial Intelligence course, and include:\n- **Cheatsheets** for each **artificial intelligence field**\n- All elements of the above combined in an **ultimate compilation of concepts**, to have with you at all times!\n\n## Content\n#### VIP Cheatsheets\n|\u003ca href=\"https://github.com/afshinea/stanford-cs-221-artificial-intelligence/blob/master/en/cheatsheet-reflex-models.pdf\"\u003e\u003cimg src=\"https://stanford.edu/~shervine/teaching/cs-221/illustrations/cover/en-001.png?\" alt=\"Illustration\" width=\"220px\"/\u003e\u003c/a\u003e|\u003ca href=\"https://github.com/afshinea/stanford-cs-221-artificial-intelligence/blob/master/en/cheatsheet-states-models.pdf\"\u003e\u003cimg src=\"https://stanford.edu/~shervine/teaching/cs-221/illustrations/cover/en-002.png?\" alt=\"Illustration\" width=\"220px\"/\u003e\u003c/a\u003e|\u003ca href=\"https://github.com/afshinea/stanford-cs-221-artificial-intelligence/blob/master/en/cheatsheet-variables-models.pdf\"\u003e\u003cimg src=\"https://stanford.edu/~shervine/teaching/cs-221/illustrations/cover/en-003.png\" alt=\"Illustration\" width=\"220px\"/\u003e\u003c/a\u003e|\u003ca href=\"https://github.com/afshinea/stanford-cs-221-artificial-intelligence/blob/master/en/cheatsheet-logic-models.pdf\"\u003e\u003cimg src=\"https://stanford.edu/~shervine/teaching/cs-221/illustrations/cover/en-004.png?\" alt=\"Illustration\" width=\"220px\"/\u003e\u003c/a\u003e|\n|:--:|:--:|:--:|:--:|\n|Reflex-based models|States-based models|Variables-based models|Logic-based models|\n\n\n#### Super VIP Cheatsheet\n|\u003ca href=\"https://github.com/afshinea/stanford-cs-221-artificial-intelligence/blob/master/en/super-cheatsheet-artificial-intelligence.pdf\"\u003e\u003cimg src=\"https://stanford.edu/~shervine/teaching/cs-221/illustrations/cover/en-005.png?\" alt=\"Illustration\" width=\"400px\"/\u003e\u003c/a\u003e|\n|:--:|\n|All the above gathered in one place|\n\n## Website\nThis material is also available on a dedicated [website](https://stanford.edu/~shervine/teaching/cs-221), so that you can enjoy reading it from any device.\n\n## Authors\n[Afshine Amidi](https://twitter.com/afshinea) (Ecole Centrale Paris, MIT) and [Shervine Amidi](https://twitter.com/shervinea) (Ecole Centrale Paris, Stanford University)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fafshinea%2Fstanford-cs-221-artificial-intelligence","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fafshinea%2Fstanford-cs-221-artificial-intelligence","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fafshinea%2Fstanford-cs-221-artificial-intelligence/lists"}