{"id":13701711,"url":"https://github.com/google-deepmind/mathematics_conjectures","last_synced_at":"2025-06-17T00:39:39.637Z","repository":{"id":66141133,"uuid":"433408994","full_name":"google-deepmind/mathematics_conjectures","owner":"google-deepmind","description":null,"archived":false,"fork":false,"pushed_at":"2021-12-01T18:40:13.000Z","size":35,"stargazers_count":373,"open_issues_count":0,"forks_count":44,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-05-05T00:34:48.912Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/google-deepmind.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}},"created_at":"2021-11-30T11:43:18.000Z","updated_at":"2025-04-29T19:02:03.000Z","dependencies_parsed_at":"2023-04-21T10:46:46.404Z","dependency_job_id":null,"html_url":"https://github.com/google-deepmind/mathematics_conjectures","commit_stats":null,"previous_names":["google-deepmind/mathematics_conjectures","deepmind/mathematics_conjectures"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/google-deepmind/mathematics_conjectures","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google-deepmind%2Fmathematics_conjectures","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google-deepmind%2Fmathematics_conjectures/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google-deepmind%2Fmathematics_conjectures/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google-deepmind%2Fmathematics_conjectures/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/google-deepmind","download_url":"https://codeload.github.com/google-deepmind/mathematics_conjectures/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/google-deepmind%2Fmathematics_conjectures/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260268635,"owners_count":22983601,"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":"2024-08-02T20:01:55.441Z","updated_at":"2025-06-17T00:39:39.619Z","avatar_url":"https://github.com/google-deepmind.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# Advancing mathematics by guiding human intuition with AI\n\nThis repo contains two [colab](https://research.google.com/colaboratory/)\nnotebooks which accompany the paper, available online at https://www.nature.com/articles/s41586-021-04086-x\n\nBoth the representation theory and knot theory colabs retrain an ML model from\nscratch and recreate our published results by our same intermediary steps.\n\n## Installation\n\nNo installation is required; the notebook files can be opened on the Colab site\nfrom a copy of these files uploaded from a local machine, saved in google drive\nor directly from this github repo. Alternatively they can be accessed via these links:\n\n* Knot theory - https://colab.sandbox.google.com/github/deepmind/mathematics_conjectures/blob/main/knot_theory.ipynb\n* Representation theory - https://colab.sandbox.google.com/github/deepmind/mathematics_conjectures/blob/main/representation_theory.ipynb\n\n## Usage\n\nOnce the notebook has loaded, simply follow the comments along and execute all\nof the cells from top to bottom.\n\n## Citing this work\n\nPlease cite https://www.nature.com/articles/s41586-021-04086-x\n\n## Disclaimer\n\nThis is not an official Google product.\n\n## Data\n\nPre-trained weights and all data are licensed under licensed under the Creative\nCommons Attribution 4.0 International License. To view a copy of this license,\nvisit http://creativecommons.org/licenses/by/4.0/ or send a letter to\nCreative Commons, PO Box 1866, Mountain View, CA 94042, USA.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgoogle-deepmind%2Fmathematics_conjectures","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgoogle-deepmind%2Fmathematics_conjectures","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgoogle-deepmind%2Fmathematics_conjectures/lists"}