{"id":21890598,"url":"https://github.com/pritampanda15/machine-learning","last_synced_at":"2026-04-29T06:35:50.610Z","repository":{"id":262596614,"uuid":"887299743","full_name":"pritampanda15/Machine-Learning","owner":"pritampanda15","description":"Machine learning scripts for bioinformatics projects","archived":false,"fork":false,"pushed_at":"2024-11-13T08:36:36.000Z","size":4872,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-26T14:10:00.986Z","etag":null,"topics":["bioinformatics","machine-learning","machinelearning-python"],"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/pritampanda15.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":"2024-11-12T14:04:45.000Z","updated_at":"2024-11-16T12:38:28.000Z","dependencies_parsed_at":"2024-11-13T09:41:35.845Z","dependency_job_id":null,"html_url":"https://github.com/pritampanda15/Machine-Learning","commit_stats":null,"previous_names":["pritampanda15/machine_learning","pritampanda15/machine-learning"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pritampanda15/Machine-Learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pritampanda15%2FMachine-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pritampanda15%2FMachine-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pritampanda15%2FMachine-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pritampanda15%2FMachine-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pritampanda15","download_url":"https://codeload.github.com/pritampanda15/Machine-Learning/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pritampanda15%2FMachine-Learning/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263379297,"owners_count":23457828,"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":["bioinformatics","machine-learning","machinelearning-python"],"created_at":"2024-11-28T12:16:02.030Z","updated_at":"2026-04-29T06:35:45.581Z","avatar_url":"https://github.com/pritampanda15.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"The `Machine_Learning` repository, is a collection of resources and tools focused on various aspects of machine learning. It includes multiple submodules and scripts aimed at facilitating the understanding and application of machine learning algorithms and techniques.\n\n## Repository Structure\n\nThe repository comprises several submodules, each focusing on different areas within machine learning:\n\n- **Diabetes-detectionML-main**: Contains resources and scripts for building machine learning models to detect diabetes, including data preprocessing, model training, and evaluation.\n\n- **TDC-main**: Offers tools and scripts related to the Therapeutics Data Commons (TDC), a platform providing datasets and benchmarks for machine learning in drug discovery.\n\n- **lazypredict-dev**: Provides a tool that helps in building a baseline model without much effort, allowing users to quickly compare the performance of various machine learning models on a given dataset.\n\n- **project-based-learning-master**: Includes a collection of project-based learning resources, offering practical examples and projects to enhance understanding of machine learning concepts.\n\n## Getting Started\n\nTo explore the contents of this repository:\n\n1. **Clone the Repository**:\n   ```bash\n   git clone https://github.com/pritampanda15/Machine_Learning.git\n   ```\n\n2. **Navigate to a Submodule**:\n   ```bash\n   cd Machine_Learning/Diabetes-detectionML-main\n   ```\n\n3. **Follow Instructions**: Each submodule may contain its own README or documentation detailing installation steps, dependencies, and usage instructions.\n\n## Contributing\n\nContributions to enhance the repository are welcome. To contribute:\n\n1. **Fork the Repository**: Click on the 'Fork' button at the top right corner of the repository page.\n\n2. **Create a New Branch**: For your feature or bug fix.\n   ```bash\n   git checkout -b feature-name\n   ```\n\n3. **Make Changes**: Implement your feature or fix.\n\n4. **Commit Changes**:\n   ```bash\n   git commit -m \"Description of changes\"\n   ```\n\n5. **Push to Your Fork**:\n   ```bash\n   git push origin feature-name\n   ```\n\n6. **Submit a Pull Request**: Navigate to your forked repository on GitHub and click on 'New Pull Request'.\n\n## License\n\nThe repository does not specify a license. It's advisable to contact the repository owner for clarification before using the code in commercial or open-source projects.\n\nFor more details, visit the [Machine_Learning repository](https://github.com/pritampanda15/Machine_Learning). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpritampanda15%2Fmachine-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpritampanda15%2Fmachine-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpritampanda15%2Fmachine-learning/lists"}