{"id":25427923,"url":"https://github.com/beyondsimulations/optimization-with-julia","last_synced_at":"2026-04-25T21:32:53.102Z","repository":{"id":277834181,"uuid":"933263066","full_name":"beyondsimulations/Optimization-with-Julia","owner":"beyondsimulations","description":"Website on how to get started with Julia and JuMP based on the lecture \"Applied Optimization\".","archived":false,"fork":false,"pushed_at":"2025-04-01T06:41:48.000Z","size":5769,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-13T12:58:59.225Z","etag":null,"topics":["julia-language","jump","operations-research"],"latest_commit_sha":null,"homepage":"https://beyondsimulations.github.io/Optimization-with-Julia/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-sa-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/beyondsimulations.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-02-15T14:46:38.000Z","updated_at":"2025-04-01T06:41:51.000Z","dependencies_parsed_at":"2025-02-16T13:54:11.342Z","dependency_job_id":"c8a43887-90f9-461f-b3e3-7095406a46f1","html_url":"https://github.com/beyondsimulations/Optimization-with-Julia","commit_stats":null,"previous_names":["beyondsimulations/mathematical-optimization-julia"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beyondsimulations%2FOptimization-with-Julia","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beyondsimulations%2FOptimization-with-Julia/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beyondsimulations%2FOptimization-with-Julia/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beyondsimulations%2FOptimization-with-Julia/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/beyondsimulations","download_url":"https://codeload.github.com/beyondsimulations/Optimization-with-Julia/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254084409,"owners_count":22011905,"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":["julia-language","jump","operations-research"],"created_at":"2025-02-17T01:30:58.728Z","updated_at":"2026-04-25T21:32:48.081Z","avatar_url":"https://github.com/beyondsimulations.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Optimization with Julia\n\nA comprehensive course on mathematical optimization using Julia, JuMP, and HiGHS. This course is designed to take you from basic Julia programming to solving complex optimization problems.\n\n## Course Overview\n\nThis course is structured in three main parts:\n\n1. **First Steps**: Basic Julia programming concepts\n   - Variables and Types\n   - Vectors and Matrices\n   - Comparisons\n   - Loops\n   - Dictionaries\n\n2. **Data Handling**: Working with data in Julia\n   - Functions\n   - Package Management\n   - DataFrames\n   - Input/Output Operations\n   - Plotting\n\n3. **Optimization**: Mathematical optimization with JuMP\n   - Introduction to JuMP\n   - Variables and Bounds\n   - Constraints\n   - Advanced Solver Options\n   - Transportation Problems\n\n## Prerequisites\n\n- Basic programming knowledge recommended\n- Julia (latest version recommended)\n- VS Code or VS Codium with Julia extension\n\n## Getting Started\n\n1. Install Julia from [julialang.org](https://julialang.org)\n2. Install VS Code from [code.visualstudio.com](https://code.visualstudio.com) or VS Codium from [vscodium.com](https://vscodium.com)\n3. Install the Julia extension in VS Code/VS Codium\n4. Clone this repository\n5. Start with the introduction section\n\n## Course Structure\n\nEach tutorial includes:\n- Theoretical explanations\n- Code examples\n- Interactive exercises\n- Solutions (in the solutions folder)\n\n## License\n\nCC BY-NC-SA 4.0 - See LICENSE file for details\n\n## Additional Resources\n\n- [Julia Documentation](https://docs.julialang.org/)\n- [JuMP Documentation](https://jump.dev/JuMP.jl/stable/)\n- Recommended books:\n  - \"Think Julia: How to think like a computer scientist\" by Lauwens \u0026 Downey\n  - \"Julia programming for operations research\" by Kwon\n\n## Contributing\n\nFeel free to:\n- Report issues\n- Suggest improvements\n- Submit pull requests\n\n## Contact\n\n- GitHub: [beyondsimulations/Optimization-with-Julia](https://github.com/beyondsimulations/Optimization-with-Julia)\n- LinkedIn: [Tobias Vlćek](https://linkedin.com/in/tobiasvlcek)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeyondsimulations%2Foptimization-with-julia","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbeyondsimulations%2Foptimization-with-julia","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeyondsimulations%2Foptimization-with-julia/lists"}