{"id":22017808,"url":"https://github.com/alexandreday/machine_learning_review","last_synced_at":"2025-08-07T04:50:21.389Z","repository":{"id":73953908,"uuid":"80083453","full_name":"alexandreday/machine_learning_review","owner":"alexandreday","description":"Contains python codes/notebooks for a machine learning review","archived":false,"fork":false,"pushed_at":"2018-02-06T05:30:43.000Z","size":16140,"stargazers_count":6,"open_issues_count":1,"forks_count":3,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-05-07T03:11:18.463Z","etag":null,"topics":["machine-learning","statistical-physics"],"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/alexandreday.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2017-01-26T03:43:01.000Z","updated_at":"2023-09-18T07:18:40.000Z","dependencies_parsed_at":null,"dependency_job_id":"571b555c-3748-43d8-94a4-f71974ee0a0f","html_url":"https://github.com/alexandreday/machine_learning_review","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/alexandreday/machine_learning_review","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandreday%2Fmachine_learning_review","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandreday%2Fmachine_learning_review/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandreday%2Fmachine_learning_review/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandreday%2Fmachine_learning_review/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexandreday","download_url":"https://codeload.github.com/alexandreday/machine_learning_review/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexandreday%2Fmachine_learning_review/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269201227,"owners_count":24377455,"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","status":"online","status_checked_at":"2025-08-07T02:00:09.698Z","response_time":73,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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","statistical-physics"],"created_at":"2024-11-30T05:08:10.532Z","updated_at":"2025-08-07T04:50:21.373Z","avatar_url":"https://github.com/alexandreday.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# machine_learning_review\nThis is a repository for developping the python codes and examples for a review paper on an \u003cb\u003e introduction to machine learning for physicists\u003c/b\u003e. \n# Installing style sheet\nClone or download the repository. Then from you anaconda environment (should be python3.x) use:\n```\npip install .\n```\nYou can now import the style sheet in any of your notebooks with the following:\n```\nimport matplotlib as mpl\nfrom ml_style import ml_style_1 as sty\nmpl.rcParams.update(sty.style)\n```\nThis will allow you to plot using the styles specified in ```ml_style/ml_style_1.py```.\n# Updating style sheet\nAs we might change the styles as we go along, running the following command will update your style sheets:\n```\npip install . --upgrade\n```\n# What it looks like\n![alt tag](https://github.com/alexandreday/machine_learning_review/blob/master/isingMC/example.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexandreday%2Fmachine_learning_review","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falexandreday%2Fmachine_learning_review","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexandreday%2Fmachine_learning_review/lists"}