{"id":18725308,"url":"https://github.com/sintefmath/geilowinterschool2018","last_synced_at":"2025-07-24T16:16:37.631Z","repository":{"id":147095418,"uuid":"115996850","full_name":"sintefmath/GeiloWinterSchool2018","owner":"sintefmath","description":null,"archived":false,"fork":false,"pushed_at":"2018-02-03T13:32:38.000Z","size":69274,"stargazers_count":6,"open_issues_count":1,"forks_count":16,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-04-12T16:00:06.326Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/sintefmath.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,"zenodo":null}},"created_at":"2018-01-02T09:14:38.000Z","updated_at":"2025-02-25T10:00:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"d502e801-3893-4dc0-bfe6-69e5407a7585","html_url":"https://github.com/sintefmath/GeiloWinterSchool2018","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sintefmath/GeiloWinterSchool2018","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sintefmath%2FGeiloWinterSchool2018","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sintefmath%2FGeiloWinterSchool2018/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sintefmath%2FGeiloWinterSchool2018/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sintefmath%2FGeiloWinterSchool2018/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sintefmath","download_url":"https://codeload.github.com/sintefmath/GeiloWinterSchool2018/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sintefmath%2FGeiloWinterSchool2018/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266870389,"owners_count":23998246,"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","status":"online","status_checked_at":"2025-07-24T02:00:09.469Z","response_time":99,"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":[],"created_at":"2024-11-07T14:09:45.799Z","updated_at":"2025-07-24T16:16:37.476Z","avatar_url":"https://github.com/sintefmath.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Geilo Winter School 2018 in eScience - Practical Artificial Intelligence\r\n\r\n[Official website](https://www.sintef.no/projectweb/geilowinterschool/)\r\n\r\n## Course material\r\n\r\n[course_material](https://github.com/sintefmath/GeiloWinterSchool2018/tree/master/course_material/index.ipynb)\r\n\r\n\r\n## Setup\r\n\r\nEvery participant is asked to perform the following steps prior to attending the winter school.\r\nIt consists of installing required packages and downloading datasets that will be used during the school.\r\n\r\n### Installing python\r\n\r\nGo to https://www.anaconda.com/download/ and download the python 3.6 version of anaconda for your operating system.\r\n\r\nTest your installation by first opening \"Anaconda promt\" (found on your start menu, windows does a search if you start typing with the start menu open). This should open a terminal in which you can type \"python\". If the installation was successful you will see something along the lines of\r\n\r\n```\r\n(C:\\Users\\kjetil\\AppData\\Local\\Continuum\\anaconda3) C:\\Users/kjetil\u003e python\r\nPython 3.6.3 |Anaconda, Inc.| (default, Oct 15 2017, 03:27:45) [MSC v.1900 64 bit (AMD64)] on win32\r\nType \"help\", \"copyright\", \"credits\" or license\" for more infomration.\r\n\u003e\u003e\u003e\r\n```\r\nType `exit()` and press enter\r\n\r\n### Installing required packages\r\n\r\nStart \"Anaconda Promt\" if you haven't already (see above) and type the following\r\n```\r\npip install numpy scipy matplotlib pandas keras seaborn numexpr sklearn tensorflow\r\n```\r\n\r\nIn addition you will need either `opencv-python` or `pygame` to access the webcam (either will work). Depending on your operating system we recoomend:\r\n\r\n#### Windows or Mac\r\n`pip install opencv-python`\r\n\r\n#### Linux\r\n`pip install pygame`\r\n\r\n\r\n### Downloading course material\r\n\r\n* [Download](https://minhaskamal.github.io/DownGit/#/home?url=https://github.com/sintefmath/GeiloWinterSchool2018) the source materials for this course and extract it someplace on your computer.\r\n* [Cats and dogs](https://www.dropbox.com/s/5dx3zcoxgytihlj/cats_dogs.zip?dl=0) the cats vs dogs dataset (20,000 images of cats and dogs for classification)\r\n* [Ships](https://www.dropbox.com/s/s7wb8jdkjextf12/shipsnet.json.zip?dl=0#) 2800 colour images of aerial view of ships\r\n\r\n\r\n### Follow the lectures\r\n\r\nOpen \"Jupyter Notebook\" (found on the start menu after installing anaconda). This opens a tab in your web-browser. Navigate to the folder where you extracted the course material and open the file `course_material/index.ipynb`\r\n\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsintefmath%2Fgeilowinterschool2018","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsintefmath%2Fgeilowinterschool2018","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsintefmath%2Fgeilowinterschool2018/lists"}