{"id":16442848,"url":"https://github.com/suryadev99/ml_wine_tasting","last_synced_at":"2026-05-01T23:34:21.561Z","repository":{"id":169474455,"uuid":"524679802","full_name":"suryadev99/ML_Wine_tasting","owner":"suryadev99","description":"To predict the quality of wine on the basis of given features using Machine Learning","archived":false,"fork":false,"pushed_at":"2023-06-21T17:19:04.000Z","size":1165,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-08T18:29:45.619Z","etag":null,"topics":["machine-learning","notebook-jupyter","python","xgboost","xgboost-algorithm","xgboost-model"],"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/suryadev99.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":"2022-08-14T13:29:21.000Z","updated_at":"2023-07-08T20:01:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"d0d75153-a153-4446-8e0f-b17cea8677ec","html_url":"https://github.com/suryadev99/ML_Wine_tasting","commit_stats":null,"previous_names":["suryadev99/ml_wine_tasting"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suryadev99%2FML_Wine_tasting","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suryadev99%2FML_Wine_tasting/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suryadev99%2FML_Wine_tasting/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/suryadev99%2FML_Wine_tasting/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/suryadev99","download_url":"https://codeload.github.com/suryadev99/ML_Wine_tasting/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240794917,"owners_count":19858719,"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":["machine-learning","notebook-jupyter","python","xgboost","xgboost-algorithm","xgboost-model"],"created_at":"2024-10-11T09:18:51.901Z","updated_at":"2026-05-01T23:34:21.510Z","avatar_url":"https://github.com/suryadev99.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ML_Wine_tasting\n## Wine Quality Prediction\n### predict the quality of wine on the basis of given features\n\nStep 1 – Importing libraries required for Wine Quality Prediction.\n\nStep 2 – Read input data.\n\nStep 3 – Describe the data.\n\nStep 4 – Take info from data.\n\nStep 5 – Plotting out the data.\n\nStep 6 – Counting the no. of instances of each class.\n\nStep 7 – Making just 2 categories good and bad.\n\nStep 8 – Alloting 0 to bad and 1 to good.\n\nStep 9 – Again checking counts.\n\nStep 10 – Balancing the two classes.\n\nStep 11 – Again checking the counts of classes in new dataframe.\n\nStep 12 – Checking correlation between columns.\n\nStep 13 – Splitting the data in train and test.\n\nStep 14 – Finally training our Wine Quality Prediction model.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuryadev99%2Fml_wine_tasting","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsuryadev99%2Fml_wine_tasting","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuryadev99%2Fml_wine_tasting/lists"}