{"id":13942052,"url":"https://github.com/iterative/stale-model-example","last_synced_at":"2025-06-18T02:38:48.427Z","repository":{"id":38003198,"uuid":"446523070","full_name":"iterative/stale-model-example","owner":"iterative","description":"This is the repo for the Preventing Stale Models in Production blog post.","archived":false,"fork":false,"pushed_at":"2025-05-16T10:41:22.000Z","size":1160,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":14,"default_branch":"main","last_synced_at":"2025-06-13T23:46:05.961Z","etag":null,"topics":["example","machine-learning","python"],"latest_commit_sha":null,"homepage":"","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/iterative.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}},"created_at":"2022-01-10T17:40:46.000Z","updated_at":"2024-03-11T12:14:58.000Z","dependencies_parsed_at":"2023-01-21T22:01:53.077Z","dependency_job_id":null,"html_url":"https://github.com/iterative/stale-model-example","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/iterative/stale-model-example","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iterative%2Fstale-model-example","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iterative%2Fstale-model-example/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iterative%2Fstale-model-example/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iterative%2Fstale-model-example/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iterative","download_url":"https://codeload.github.com/iterative/stale-model-example/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iterative%2Fstale-model-example/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260476153,"owners_count":23014977,"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":["example","machine-learning","python"],"created_at":"2024-08-08T02:01:40.691Z","updated_at":"2025-06-18T02:38:43.413Z","avatar_url":"https://github.com/iterative.png","language":"Jupyter Notebook","readme":"This is the project that accompanies the [Preventing Stale Models in Production blog post](https://iterative.ai/blog/stale-models).\n\n## Get started\n\nHere's what you need to do to get this project running.\n\n- Clone the repo\n- Create a virtual environment with a command like: `python -m venv .venv`\n- Install all of the dependencies with : `pip install -r requirements.txt`\n- Run the `bicycle_demand.ipynb` notebook\n\nNow you should be able to run the project and DVC is already in place.\n\n## Running experiments\n\nAll that's left is running experiments. To do that, open a terminal and run: `dvc exp run`\n","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiterative%2Fstale-model-example","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiterative%2Fstale-model-example","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiterative%2Fstale-model-example/lists"}