{"id":18116842,"url":"https://github.com/schmidtjonathan/pnmol-experiments","last_synced_at":"2025-06-16T14:07:34.258Z","repository":{"id":43469704,"uuid":"395453636","full_name":"schmidtjonathan/pnmol-experiments","owner":"schmidtjonathan","description":"Probabilistic Numerical Method of Lines (PNMOL): Implementation and Experiments","archived":false,"fork":false,"pushed_at":"2022-03-01T07:08:23.000Z","size":2424,"stargazers_count":3,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-06T10:31:35.878Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/schmidtjonathan.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":"2021-08-12T22:00:57.000Z","updated_at":"2024-06-18T19:00:17.000Z","dependencies_parsed_at":"2022-09-21T02:31:37.734Z","dependency_job_id":null,"html_url":"https://github.com/schmidtjonathan/pnmol-experiments","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/schmidtjonathan/pnmol-experiments","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/schmidtjonathan%2Fpnmol-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/schmidtjonathan%2Fpnmol-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/schmidtjonathan%2Fpnmol-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/schmidtjonathan%2Fpnmol-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/schmidtjonathan","download_url":"https://codeload.github.com/schmidtjonathan/pnmol-experiments/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/schmidtjonathan%2Fpnmol-experiments/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260173649,"owners_count":22969866,"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":"2024-11-01T04:15:58.631Z","updated_at":"2025-06-16T14:07:34.216Z","avatar_url":"https://github.com/schmidtjonathan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Probabilistic Numerical Method of Lines (PNMOL)\n\nThis code accompanies the paper _\"Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations\"_, which is published at the AISTATS 2022 conference and currently available [:link: here](https://arxiv.org/pdf/2110.11847.pdf) ([https://arxiv.org/pdf/2110.11847.pdf](https://arxiv.org/pdf/2110.11847.pdf)).\n\n\n# :memo: Cite as\n\n```\n@article{kramer2022probabilistic,\n  title={Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations},\n  author={Kr{\\\"a}mer, Nicholas and Schmidt, Jonathan and Hennig, Philipp},\n  journal={AISTATS},\n  year={2022}\n}\n```\n\n# :runner: Run Experiments\n\n## :gear: 1. Install\nIn the root-directory, execute\n```\npip3 install -e .\n```\n\n## :rocket: 2. Run and plot experiments\n:warning: It is easiest if you run everything from the root directory. I.e., instead of navigating to the `experiments` directory, run\n\n```\npython3 experiments/figureX.py\n```\n\nwhere you just replace `X` by one of {`1`, `2`, `3`, `4`}.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fschmidtjonathan%2Fpnmol-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fschmidtjonathan%2Fpnmol-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fschmidtjonathan%2Fpnmol-experiments/lists"}