{"id":16135720,"url":"https://github.com/sergiosim/oulad","last_synced_at":"2025-03-18T15:31:36.440Z","repository":{"id":39639600,"uuid":"253566393","full_name":"SergioSim/OULAD","owner":"SergioSim","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-04T07:11:14.000Z","size":19022,"stargazers_count":7,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-28T10:35:57.022Z","etag":null,"topics":["oulad"],"latest_commit_sha":null,"homepage":"https://sergiosim.github.io/OULAD/","language":"Python","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/SergioSim.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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":"2020-04-06T17:16:34.000Z","updated_at":"2024-10-31T13:40:11.000Z","dependencies_parsed_at":"2023-01-17T21:46:45.295Z","dependency_job_id":"6b56303d-8e1f-47f2-8367-9140ac337e3f","html_url":"https://github.com/SergioSim/OULAD","commit_stats":{"total_commits":40,"total_committers":1,"mean_commits":40.0,"dds":0.0,"last_synced_commit":"6ce9ed4a91f54cf9b6527d87280c7e9bbefe4684"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SergioSim%2FOULAD","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SergioSim%2FOULAD/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SergioSim%2FOULAD/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SergioSim%2FOULAD/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SergioSim","download_url":"https://codeload.github.com/SergioSim/OULAD/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243936385,"owners_count":20371505,"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":["oulad"],"created_at":"2024-10-09T23:09:06.779Z","updated_at":"2025-03-18T15:31:35.996Z","avatar_url":"https://github.com/SergioSim.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Analysis of the OULAD dataset\n\nThis project restarts with a new ambition:\n\n\u003e Explore various analytics approaches that has been applied to the OULAD\n\u003e dataset.\n\nThe previous version of this project is available at the\n[old-master](https://github.com/SergioSim/OULAD/tree/old-master)\nbranch.\n\n## Running this project\n\nTo run this project:\n\n1. make sure you meet the [requirements](#requirements)\n2, build the project using [docker-compose](#building-with-docker-compose-default) or\n   [python virtual environment](#building-with-python-virtual-environment)\n\n### Requirements\n\nWe use:\n\n- [GNU make](https://www.gnu.org/software/make/) to bootstrap this project.\n- [GNU wget](https://www.gnu.org/software/wget/) to download the OULAD dataset from\n  [Open University](https://analyse.kmi.open.ac.uk/open_dataset).\n- [unzip](https://infozip.sourceforge.net/UnZip.html) to extract the .zip compressed OULAD dataset.\n- [docker compose](https://docs.docker.com/compose/) or\n  [python -m venv](https://docs.python.org/3/library/venv.html) for the development environment.\n\n### Building with docker compose (default)\n\n1. Clone this project and run the `build` Makefile target from the root of the project (where this README.md file is located):\n   ```bash\n   $ make build\n   ```\n   This should setup the project, build the docker image and download the OULAD dataset in a newly created OULAD directory.\n2. Next, run JupyterLab with the `jupyter` Makefile target:\n   ```bash\n   $ make jupyter\n   ```\n   This should start the JupyterLab server in the project's docker container and display the server's connection URL\n   (e.g. http://127.0.0.1:8888/lab?token=52ccae28037a4012e1f4cefc46346f36ba29cea9e935fb14a) to which you can navigate.\n\n### Building with python virtual environment\n\n1. Clone this project and run the `build-venv` Makefile target from the root of the project (where this README.md file is located):\n   ```bash\n   $ make build-venv\n   ```\n   This should setup the project and download the OULAD dataset in a newly created OULAD directory.\n2. Next, run JupyterLab with the `jupyter-venv` Makefile target:\n   ```bash\n   $ make jupyter-venv\n   ```\n   This should start the JupyterLab server and display the server's connection URL\n   (e.g. http://127.0.0.1:8888/lab?token=52ccae28037a4012e1f4cefc46346f36ba29cea9e935fb14a) to which you can navigate.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsergiosim%2Foulad","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsergiosim%2Foulad","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsergiosim%2Foulad/lists"}