ML Projects Repository 🚀

Welcome to my machine learning projects repository! This is a collection of projects I've built while learning and exploring various concepts in machine learning, from basic implementations to more advanced applications.

📁 Repository Structure

ML_projects/
├── [Project Name]/             # Each project in its own directory
│   ├── readme.md              # Project-specific documentation
│   ├── main.py                # Main application file
│   ├── requirements.txt       # Python dependencies (if needed)
│   ├── data/                  # Data files and datasets
│   ├── models/                # Trained models and weights
│   └── utils/                 # Utility functions and helpers
├── README.md                  # Main repository documentation
└── .gitignore                 # Git ignore file

Each project follows a similar structure with its own documentation, source code, and dependencies.

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🛠️ Getting Started

Prerequisites

• Python 3.7+ (recommended: Python 3.8+)
• pip (Python package installer)
• other python packages

Installation

1. Clone the repository:

   git clone <repository-url>
   cd ML_projects

2. Install dependencies for each project:

   • AI Agent: Requires google-generativeai and python-dotenv packages
   • Style Transfer App: Install all dependencies from requirements.txt
   • SmolGrad: No external dependencies required (pure Python implementation)

3. Set up API keys (for AI Agent):

   • Create a .env file in the AI_agent/ directory
   • Add your Google Gemini API key: GOOGLE_API_KEY=your_api_key_here

Each project can be run independently. Check the individual project README files for specific usage instructions.

🔧 Technologies & Libraries Used

• Core ML: TensorFlow, NumPy, Pandas
• AI/LLM: Google Generative AI (Gemini)
• Web Development: Streamlit
• Image Processing: Pillow, OpenCV
• Utilities: python-dotenv, requests, tqdm

🤝 Contributing

This is a personal learning repository, but suggestions and feedback are always welcome! Feel free to:

• Report bugs or issues
• Suggest improvements
• Share your own ML project ideas

📄 License

This project is for educational purposes. Please respect the licenses of any third-party libraries and datasets used in individual projects.

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Built with ❤️ by suraj