{"id":22415073,"url":"https://github.com/nitor-infotech-oss/aiml-data-processing","last_synced_at":"2026-04-16T12:38:31.184Z","repository":{"id":98591710,"uuid":"397568204","full_name":"nitor-infotech-oss/aiml-data-processing","owner":"nitor-infotech-oss","description":"Data Processing Algorithms","archived":false,"fork":false,"pushed_at":"2021-08-22T14:33:17.000Z","size":11,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-01T09:22:34.134Z","etag":null,"topics":["aiml","numpy","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/nitor-infotech-oss.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":"2021-08-18T10:58:11.000Z","updated_at":"2021-08-26T11:24:01.000Z","dependencies_parsed_at":null,"dependency_job_id":"3f56e719-34df-48d1-8b4a-ac7665b6634f","html_url":"https://github.com/nitor-infotech-oss/aiml-data-processing","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-data-processing","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-data-processing/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-data-processing/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-data-processing/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nitor-infotech-oss","download_url":"https://codeload.github.com/nitor-infotech-oss/aiml-data-processing/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245779481,"owners_count":20670686,"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":["aiml","numpy","pandas","scikit-learn"],"created_at":"2024-12-05T15:11:03.829Z","updated_at":"2026-04-16T12:38:26.130Z","avatar_url":"https://github.com/nitor-infotech-oss.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n  \n## Feature Engineering \u0026 Data Preprocessing\n\nFeature engineering consists of the creation of features whereas preprocessing involves cleaning the data. ... It might help you in preventing under- and overfitting by having a better understanding of the features that you use\n\n- [Feature Engineering](https://github.com/nitor-infotech-oss/aiml-data-processing/blob/main/Feature%20Engineering.ipynb)\n- [Machine Learning and Data Preprocessing](https://github.com/nitor-infotech-oss/aiml-data-processing/blob/main/Machine%20Learning%20and%20Data%20Preprocessing.ipynb)\n- [Machine Learning and Data Preprocessing Dataset](https://github.com/nitor-infotech-oss/aiml-data-processing/blob/main/Data1.csv)  \n\n## Requirements\n\n - Python 3.6+\n - NumPy (pip install numpy)\n - Pandas (pip install pandas)\n - Scikit-learn (pip install scikit-learn)\n \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnitor-infotech-oss%2Faiml-data-processing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnitor-infotech-oss%2Faiml-data-processing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnitor-infotech-oss%2Faiml-data-processing/lists"}