{"id":38512079,"url":"https://github.com/aai-institute/tfl-training-probabilistic-model-checking","last_synced_at":"2026-01-17T06:23:01.926Z","repository":{"id":221703689,"uuid":"630855345","full_name":"aai-institute/tfl-training-probabilistic-model-checking","owner":"aai-institute","description":"TfL course on probabilistic model checking using storm","archived":false,"fork":false,"pushed_at":"2024-06-24T14:04:00.000Z","size":62247,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":6,"default_branch":"main","last_synced_at":"2024-06-24T15:46:23.506Z","etag":null,"topics":["machine-learning","markov-decision-processes","model-checking","probabilistic-models","storm","training","transferlab"],"latest_commit_sha":null,"homepage":"https://transferlab.appliedai.de/trainings/probabilistic-model-checking-with-storm/","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/aai-institute.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2023-04-21T09:58:29.000Z","updated_at":"2024-06-24T14:04:04.000Z","dependencies_parsed_at":"2024-06-24T15:38:40.633Z","dependency_job_id":"4e775e8d-5d4b-4154-a28b-934fa9b29c47","html_url":"https://github.com/aai-institute/tfl-training-probabilistic-model-checking","commit_stats":null,"previous_names":["aai-institute/tfl-training-probabilistic-model-checking"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aai-institute/tfl-training-probabilistic-model-checking","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aai-institute%2Ftfl-training-probabilistic-model-checking","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aai-institute%2Ftfl-training-probabilistic-model-checking/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aai-institute%2Ftfl-training-probabilistic-model-checking/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aai-institute%2Ftfl-training-probabilistic-model-checking/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aai-institute","download_url":"https://codeload.github.com/aai-institute/tfl-training-probabilistic-model-checking/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aai-institute%2Ftfl-training-probabilistic-model-checking/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28502211,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-17T04:31:57.058Z","status":"ssl_error","status_checked_at":"2026-01-17T04:31:45.816Z","response_time":85,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["machine-learning","markov-decision-processes","model-checking","probabilistic-models","storm","training","transferlab"],"created_at":"2026-01-17T06:23:01.775Z","updated_at":"2026-01-17T06:23:01.911Z","avatar_url":"https://github.com/aai-institute.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TransferLab Training: Verifying Systems in the Face of Uncertainty\n\nWelcome to the TransferLab training: Probabilistic Verifying Systems in the Face of Uncertainty.\nThe content was created and presented by two major researchers in the field, Prof. [Joost-Pieter Katoen](https://moves.rwth-aachen.de/people/katoen/) and Assoc. Prof. [Sebastian Junges](https://sjunges.github.io). The course contains a mix of lectures and hands-on exercises covering\nthe fundamentals of probabilistic model checking as well as practical applications using the model checker Storm. \n\n## Course video\nThe event took place on 1st December 2023. The recorded Lecture is available on our [TranferLab website](https://transferlab.ai/trainings/verifying-systems-in-the-face-of-uncertainty/) \n\n## Getting started\n\nIf you want to execute the notebooks, we recommend to use docker. You can\neigther download a pre-build image from ghcr or build the image locally. \n\n1. Option a) Pull the pre-build image from [ghcr.io](ghcr.io/aai-institute/tfl-training-probabilistic-model-checking:main)\n   ```shell\n   docker pull ghcr.io/aai-institute/tfl-training-probabilistic-model-checking:main\n   ```\n   Option b) Build the image within your local clone of the repository with\n\n    ```shell\n    docker build -t tfl-training-probabilistic-model-checking .\n    ```\n    \n2. You can then start the container e.g., with\n    ```shell\n    docker run -it -p 8888:8888 tfl-training-probabilistic-model-checking jupyter notebook\n    ```\n3. Run the first notebook **welcome_run_me_first.ipynb** within jupyter. This will download the data for \nthe workshop and finilize the setup.\n\nNote that there is some non-trivial logic in the entrypoint that may collide\nwith mounting volumes to paths directly inside\n`/home/jovyan/tfl-training-probabilistic-model-checking`. If you want to do\nthat, the easiest way is to override the entrypoint or to mount somewhere else\nand create a symbolic link. For details on that see the `Dockerfile` and\n`entrypoint.sh`.\n\n## License\n\nThis work is licensed under a\n[Creative Commons Attribution-ShareAlike 4.0 International License][cc-by-sa].\n\n[![CC BY-SA 4.0][cc-by-sa-image]][cc-by-sa]\n\n[cc-by-sa]: http://creativecommons.org/licenses/by-sa/4.0/\n[cc-by-sa-image]: https://licensebuttons.net/l/by-sa/4.0/88x31.png\n[cc-by-sa-shield]: https://img.shields.io/badge/License-CC%20BY--SA%204.0-lightgrey.svg\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faai-institute%2Ftfl-training-probabilistic-model-checking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faai-institute%2Ftfl-training-probabilistic-model-checking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faai-institute%2Ftfl-training-probabilistic-model-checking/lists"}