A standardized machine learning project structure
Project description
๐ ml_project_setup A simple package for setting up a structured Machine Learning project.
๐ Overview ml_project_setup helps you quickly set up a standardized Machine Learning project structure with best practices.
๐ Project Structure Created After running mlsetup my_project, the following structure is created:
arduino Copy Edit my_project/ โโโ source/ โ โโโ components/ โ โโโ constants/ โ โโโ entity/ โ โโโ pipeline/ โ โโโ utility/ โ โโโ exception/ โ โโโ logger/ โโโ .gitignore โโโ README.md โโโ requirements.txt โโโ main.py โโโ setup.py ๐ Installation You can install the package using:
pip install ml_project_setup
๐ Usage To create a new Machine Learning project, run:
mlsetup my_project
This will generate a structured ML project named my_project in the current directory.
๐ฆ Dependencies This package requires:
numpy pandas scikit-learn You can install dependencies using:
pip install -r requirements.txt
๐ License This project is licensed under the MIT License. See the LICENSE file for details.
๐ค Author Developed by Amogh For any issues or suggestions, contact: ๐ง amogh9792@gmail.com
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