{"id":25007856,"url":"https://github.com/samashi47/ml-toolkit-project","last_synced_at":"2025-07-30T06:08:37.179Z","repository":{"id":217467320,"uuid":"734797649","full_name":"Samashi47/ML-Toolkit-Project","owner":"Samashi47","description":"A general-purpose toolkit for data preprocessing, machine learning modeling, and visualization.","archived":false,"fork":false,"pushed_at":"2024-06-24T13:48:16.000Z","size":377,"stargazers_count":5,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-12T17:13:05.399Z","etag":null,"topics":["classification","data","data-preprocessing","machine-learning","python3","visualization"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Samashi47.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-12-22T16:41:17.000Z","updated_at":"2024-03-16T21:41:37.000Z","dependencies_parsed_at":"2025-04-12T17:13:07.674Z","dependency_job_id":"47ff2225-ef39-473e-ae6f-aba69962b7da","html_url":"https://github.com/Samashi47/ML-Toolkit-Project","commit_stats":null,"previous_names":["samashi47/ml-toolkit-project"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Samashi47/ML-Toolkit-Project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FML-Toolkit-Project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FML-Toolkit-Project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FML-Toolkit-Project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FML-Toolkit-Project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Samashi47","download_url":"https://codeload.github.com/Samashi47/ML-Toolkit-Project/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FML-Toolkit-Project/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267820862,"owners_count":24149292,"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":"2025-07-30T02:00:09.044Z","response_time":70,"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":["classification","data","data-preprocessing","machine-learning","python3","visualization"],"created_at":"2025-02-05T02:56:00.840Z","updated_at":"2025-07-30T06:08:37.157Z","avatar_url":"https://github.com/Samashi47.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"To start, clone this branch of the repo into your local:\n\n```bash\ngit clone -b main --single-branch [https://github.com/Samashi47/ML-Toolkit-Project]\n```\n\nAfter cloning the project, activate the env:\n\n```bash\n.venv\\Scripts\\activate\n```\n\nYou can run the following command to install the dependencies:\n\n```bash\npip3 install -r requirements.txt\n```\n\nThen run the main file with the following:\n\n```bash\npython main.py\n```\n\n\u003e [!IMPORTANT]\n\u003e The workflow will be as follows:\n\u003e\n\u003e After starting the app:\n\u003e\n\u003e 1. Upload data (.csv/.xls/.xlsx/.xml/.json/.data)\n\u003e 2. Process and save changes to DataFrame.\n\u003e 3. Visualize your data.\n\u003e 4. Choose splitting ratio and random state.\n\u003e 5. Choose your target column and split your dataset into training \u0026 testing data.\n\u003e 1. Choose a ML algorithm.\n\u003e 6. Train \u0026 test your model and evaluate the results.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamashi47%2Fml-toolkit-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamashi47%2Fml-toolkit-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamashi47%2Fml-toolkit-project/lists"}