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With its intuitive interface, Shrinkit simplifies the process of building, training, and evaluating machine learning models, making it accessible to users of all skill levels. Shrinkit is a \u003cb\u003eNo-code\u003c/b\u003e package which can be used through a graphical interface to upload, process and train datasets on the go!\r\n\r\n## Features\r\n- **User-Friendly Interface**: Shrinkit provides a user-friendly graphical interface that enables users to interactively perform various machine learning tasks without writing a single line of code.\r\n- **Automated Model Selection**: With Shrinkit, users can automatically select the best machine learning model for their dataset using advanced algorithms and techniques.\r\n- **Hyperparameter Optimization**: Shrinkit optimizes model hyperparameters to enhance model performance and accuracy, ensuring optimal results.\r\n- **Visualization Tools**: Shrinkit offers a range of visualization tools to analyze and interpret model performance, feature importance, and more.\r\n- **Export and Deployment**: Once a model is trained, Shrinkit allows users to export the model for deployment in production environments seamlessly.\r\n\r\n## Installation\r\nTo install Shrinkit, simply use pip:\r\n\r\n```bash\r\npip install shrinkit\r\n```\r\n\r\n## Sample Usage\r\n![Sample Training Usage](/graphics/sample_training.png)\r\n\r\n## Links\r\nStreamlit App: [https://shrinkit.streamlit.app/](https://shrinkit.streamlit.app/)\u003c/br\u003e\r\nPyPI Package: [https://pypi.org/project/shrinkit/](https://pypi.org/project/shrinkit/)\u003c/br\u003e\r\nSource Code: [https://github.com/blurred-machine/shrinkit](https://github.com/blurred-machine/shrinkit)\u003c/br\u003e\r\n\r\n## Contributing\r\nContributions to Shrinkit are welcome! Feel free to submit bug reports, feature requests, or pull requests on the GitHub repository.\r\n\r\n## License\r\nThis project is licensed under the Apache License - see the [LICENSE](/LICENSE) file for details.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblurred-machine%2Fshrinkit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fblurred-machine%2Fshrinkit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fblurred-machine%2Fshrinkit/lists"}