LearnLab IA

🚀 Status

This application is in beta state. Any beta testing and feedback is welcomed!

Give it a try!

🏃 One-liner

LearnLab AI is a web application that allows users to construct Machine Learning models without the need for coding, with integration and assistance from OpenAI.

💻 Technology Stack

Hosted on streamlit as a web application and integrated with OpenAI's API. Key libraries include Pandas, Numpy, sklearn, Seaborn and Sqlite.

💥 Core Technical Concepts and Inspiration

Utilizes a fully customizable pipeline to create machine learning model.

🔧 Configuration

For testing and personal usage, visit the provided link. To run the script locally, clone the repository, create a virtual environment, install Python, and run pip install -r requirements.txt in the project folder.

📁 Folder Structure

└── project
    └── data
    │    ├── clean  
    │    ├── example_datasets
    │    └── src
    ├── notebooks
    │   ├── assistant.ipynb
    │   ├── sql.ipynb
    │   └── test.ipynb
    ├── users
    ├── .env
    ├── .gitignore
    ├── Presentacion.pptx
    ├── LICENSE
    ├── main.py
    ├── README.md
    ├── requirements.txt
    └── SQL.log

⚡ Contributions

We welcome contributions from the community! Whether it's bug fixes, new features, or enhancements, feel free to submit pull requests or open issues on GitHub.

✨ Future Roadmap

I would like to keep building this app to include non supervised learning, deeper model tuning and deeper AI integration.

📫 Contact Us

If you find this project wrothy of you interest or you owuld like to contact me for any other reason. Please feel invited to do so at rjcolgut@gmail.com

License

License