{"id":25102885,"url":"https://github.com/avtorgenii/cocktails-analysis","last_synced_at":"2026-05-11T05:46:00.144Z","repository":{"id":259742165,"uuid":"868853654","full_name":"avtorgenii/Cocktails-Analysis","owner":"avtorgenii","description":"Preprocession, augmentation, EDA and clustering of cocktails dataset from TheCocktailDB. Recruiting task for SolVro science club.","archived":false,"fork":false,"pushed_at":"2025-01-06T16:43:04.000Z","size":12412,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-07T21:36:21.948Z","etag":null,"topics":["matplotlib","pandas","scikit-learn"],"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/avtorgenii.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}},"created_at":"2024-10-07T09:51:34.000Z","updated_at":"2025-01-06T16:43:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"5679b231-12b7-4d90-bd60-52c9ce2aa174","html_url":"https://github.com/avtorgenii/Cocktails-Analysis","commit_stats":null,"previous_names":["avtorgenii/solvro-ml"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avtorgenii%2FCocktails-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avtorgenii%2FCocktails-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avtorgenii%2FCocktails-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avtorgenii%2FCocktails-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/avtorgenii","download_url":"https://codeload.github.com/avtorgenii/Cocktails-Analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246769980,"owners_count":20830771,"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":["matplotlib","pandas","scikit-learn"],"created_at":"2025-02-07T21:33:24.602Z","updated_at":"2026-05-11T05:46:00.096Z","avatar_url":"https://github.com/avtorgenii.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cocktails analysis\n## Podsumowanie analizy\nJest umieszczone w ```cocktails_analysis.pdf``` - plik został opracowany za pomocą LaTeX.\n\n## Powtórzenie eksperymentów\nDla powtórzenia eksperymentów stworzyłem pliki ```.py``` które są umieszczone w root folderze repositoria, są oni wykorzystae w ```cocktails_clean.ipynb``` gdize owszem można poeksperementować ze wszystkim, i równocześnie zejrzeć w zawartość pomocniczych plików ```.py```.\nJeżeli jest chęć zanurkować w przebieg preprocessingu, augmentacji, analizy i klasteringu, można zejrzeć w ```cocktails_draft.ipynb``` który leży w folderze ```Source```, z którego później zostali wyekstraktowane pliki ```.py``` i utworzony ```cocktails_clean.ipynb```\n\n## Tworzenie conda environment\nJeżeli chcesz powtórzyć eksperymenty lokalnie: \n```conda create --name \u003cenv\u003e --file requirements.txt``` - aby utworzyć conda env dla uruchomienia ```cocktails_clean.ipynb``` lub ```cocktails_draft.ipynb``` (zakomentować ```!pip install pulp```, biblioteka była instalowana podczas pracy w colab).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favtorgenii%2Fcocktails-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Favtorgenii%2Fcocktails-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favtorgenii%2Fcocktails-analysis/lists"}