Troque para Português Brasileiro 🇧🇷.

🖋️ About

Lighthouse is a lightweight and flexible C++20 machine learning framework. It is designed mainly for educational purposes, and not for production-ready environments. The idea and long-term project is to build from scratch a fully functional, customizable and fast ML framework.

Important

The current project version, v0.1.0, is in its alpha stage, i.e., an early development phase where features may be unstable or subject to breaking changes.

🧩 Examples

This repository includes two simple yet illustrative examples you can experiment with:

• Simple Linear Regression: Demonstrates how to perform a basic linear regression on a dataset using a hardcoded gradient descent.
• Multivariate Linear Regression: Extends the previous example to handle multiple input variables, showcasing how to perform multivariate linear regression.

🌱 Contributing

If you'd like to contribute to this project, feel free to open an issue or submit a pull request. Please note that, as I'm also engaged in another ongoing projects, reviews and feedback may not be immediate.

If you enjoyed this project, considering giving it a ⭐ to show your support!