{"id":28472920,"url":"https://github.com/pykale/mmai-tutorials","last_synced_at":"2025-07-04T18:42:33.862Z","repository":{"id":293244268,"uuid":"981787920","full_name":"pykale/mmai-tutorials","owner":"pykale","description":"Open Multimodal AI Tutorials","archived":false,"fork":false,"pushed_at":"2025-07-01T17:41:04.000Z","size":21386,"stargazers_count":3,"open_issues_count":2,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-07-01T17:48:30.893Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://pykale.github.io/mmai-tutorials","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/pykale.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":"2025-05-11T21:57:48.000Z","updated_at":"2025-07-01T17:12:39.000Z","dependencies_parsed_at":"2025-05-14T11:51:07.696Z","dependency_job_id":"569eec74-4087-4baf-bbe6-93175c627890","html_url":"https://github.com/pykale/mmai-tutorials","commit_stats":null,"previous_names":["pykale/embc-mmai25","pykale/mmai-tutorial","pykale/mmai-tutorials"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pykale/mmai-tutorials","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2Fmmai-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2Fmmai-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2Fmmai-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2Fmmai-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pykale","download_url":"https://codeload.github.com/pykale/mmai-tutorials/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2Fmmai-tutorials/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263059531,"owners_count":23407373,"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":[],"created_at":"2025-06-07T11:40:57.725Z","updated_at":"2025-07-02T01:31:03.996Z","avatar_url":"https://github.com/pykale.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multimodal AI tutorials repository\n\n\u003c!-- This repository contains materials and resources for EMBC 2025 Workshop: Open Biomedical Multimodal AI Research – From Pixels to Molecules – 16 July | Copenhagen, Denmark. --\u003e\n\n## Structure\n\n- `tutorials/`: Contains tutorial notebooks and related materials.\n- `requirements.txt`: Lists dependencies required for the project.\n\nThe structure of each tutorial is as follows:\n\n```text\n    ├───tutorial.ipynb\n    ├───config.py\n    ├───configs\n    │   ├───base.yml\n    │   ├───**.yml\n    ├───model.py\n    ├───models\n    │   ├───**.pt\n    ├───data\n    │   ├───**.csv\n    │   ├───**.**\n    ├───images\n    │   ├───**.png\n    │   ├───**.jpg\n    ├───**.py\n```\n\n## How to Contribute\n\n1. Fork the repository.\n2. Create a new branch for your tutorial or bug fix:\n\n   ```bash\n   git checkout -b my-branch\n   ```\n\n3. Make your changes and commit them with clear messages:\n\n   ```bash\n   git commit -m \"Add function ... to simplify tutorial ... content\"\n   ```\n\n4. Push your branch to your forked repository:\n\n   ```bash\n   git push origin my-tutorial-branch\n   ```\n\n5. Open a pull request to the main repository.\n\nPlease ensure your contributions adhere to the repository's coding standards and include appropriate documentation.\n\n## Building the Book\n\nTo build the book in development, assuming that the working directory is the project's folder, please call:\n\n```bash\njupyter-book build .\n```\n\n## Pre-commit Hooks\n\nThis repository uses pre-commit hooks to ensure code quality and consistency. To set up pre-commit hooks locally, follow these steps:\n\n1. Install the `pre-commit` package if you haven't already:\n\n   ```bash\n   pip install pre-commit\n   ```\n\n2. Install the hooks defined in the `.pre-commit-config.yaml` file:\n\n   ```bash\n   pre-commit install\n   ```\n\n3. Run the hooks manually on all files (optional):\n\n   ```bash\n   pre-commit run --all-files\n   ```\n\nPre-commit hooks will now run automatically on every commit to check and format your code.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpykale%2Fmmai-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpykale%2Fmmai-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpykale%2Fmmai-tutorials/lists"}