{"id":23231203,"url":"https://github.com/maxhumber/mummify","last_synced_at":"2025-08-19T16:33:32.057Z","repository":{"id":50181412,"uuid":"125737084","full_name":"maxhumber/mummify","owner":"maxhumber","description":"Version Control for Machine Learning","archived":false,"fork":false,"pushed_at":"2022-12-08T06:40:10.000Z","size":29630,"stargazers_count":45,"open_issues_count":6,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-15T09:40:57.115Z","etag":null,"topics":["git","machine-learning","version-control"],"latest_commit_sha":null,"homepage":"https://maxhumber.github.io/mummify/","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/maxhumber.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"custom":null}},"created_at":"2018-03-18T15:07:58.000Z","updated_at":"2023-12-26T18:20:53.000Z","dependencies_parsed_at":"2022-09-02T22:11:01.828Z","dependency_job_id":null,"html_url":"https://github.com/maxhumber/mummify","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maxhumber%2Fmummify","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maxhumber%2Fmummify/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maxhumber%2Fmummify/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maxhumber%2Fmummify/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/maxhumber","download_url":"https://codeload.github.com/maxhumber/mummify/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230363971,"owners_count":18214717,"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":["git","machine-learning","version-control"],"created_at":"2024-12-19T02:13:36.139Z","updated_at":"2024-12-19T02:13:36.835Z","avatar_url":"https://github.com/maxhumber.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch3 align=\"center\"\u003e\n  \u003cimg src=\"https://raw.githubusercontent.com/maxhumber/mummify/master/assets/mummify.png\" width=\"200px\" alt=\"mummify\"\u003e\n\u003c/h3\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/maxhumber/gazpacho/blob/master/setup.py\"\u003e\u003cimg alt=\"Dependencies\" src=\"https://img.shields.io/badge/dependencies-0-green\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://travis-ci.org/maxhumber/mummify\"\u003e\u003cimg alt=\"Travis\" src=\"https://img.shields.io/travis/maxhumber/mummify.svg\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://pypi.python.org/pypi/mummify\"\u003e\u003cimg alt=\"PyPI\" src=\"https://img.shields.io/pypi/v/mummify.svg\"\u003e\u003c/a\u003e\n  \u003ca href=\"https://pepy.tech/project/mummify\"\u003e\u003cimg alt=\"Downloads\" src=\"https://pepy.tech/badge/mummify\"\u003e\u003c/a\u003e  \n\u003c/p\u003e\n\n### About\n\n`mummify` is a version control tool for machine learning. It's simple, fast, and designed for model prototyping.\n\n### Quickstart\n\n\u003cimg src=\"https://raw.githubusercontent.com/maxhumber/mummify/master/assets/quickstart.gif\" width=\"400px\" alt=\"quickstart\"\u003e\n\n### Usage\n\nAdd `mummify.log(\u003cstring\u003e)` to the bottom of a machine learning model:\n\n```python\nfrom sklearn.datasets import load_wine\nfrom sklearn.neighbors import KNeighborsClassifier\n\nimport mummify\n\ndata = load_wine()\nX, y = data.data, data.target\n\nmodel = KNeighborsClassifier(n_neighbors=4)\nmodel.fit(X, y)\naccuracy = round(model.score(X, y), 4)\n\nmummify.log(f'Accuracy: {accuracy}')\n```\n\nRun the model at the command line:\n\n```sh\npython model.py\n```\n\nEdit the model to implement another algorithm:\n\n```python\n...\nmodel = LogisticRegression()\nmodel.fit(X, y)\naccuracy = round(model.score(X, y), 4)\n\nmummify.log(f'Accuracy: {accuracy}')\n```\n\nInspect model history at the command line with:\n\n```sh\nmummify history\n```\n\nAnd peek at the logged messages at the command line with:\n\n```sh\ncat mummify.log\n```\n\nSwitch to an earlier version of the model:\n\n```sh\nmummify switch \u003cid\u003e\n```\n\n`mummify` will persist snapshots and the `mummify.log` file between switches.\n\n### Installation\n\n```sh\npip install mummify\n```\n\n### Contribute\n\nFor feature requests or bug reports, please use [Github Issues](https://github.com/maxhumber/chart/issues)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxhumber%2Fmummify","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmaxhumber%2Fmummify","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxhumber%2Fmummify/lists"}