/neura

A zero-dependency machine learning library in Go. Lightweight, easy to use, and built from scratch for simplicity and performance.

MIT LicenseMIT

Neura - Golang Machine Learning Library (Under Development)

Neura is an open-source, zero-dependency machine learning library written in Go. The goal of Neura is to provide a fast, efficient, and minimalistic solution for machine learning tasks, tailored to the simplicity and performance focus of Go.

Project Status: 🚧 Under Development 🚧

Neura is currently in its early stages. The core functionality is being developed, and contributions, feedback, and suggestions are highly encouraged.

Note:

This library is not ready for production (or any other, lol) use yet.

Key Features (Planned)

  • Zero Dependencies: Neura is designed with no external dependencies, keeping the library lightweight and fast.
  • Machine Learning Algorithms: Support for common machine learning algorithms, including:
    • Linear Regression
    • K-Means Clustering
    • Decision Trees
  • Performance-Focused: Built with Go’s performance strengths in mind, ensuring minimal overhead.
  • Developer-Friendly API: A simple, intuitive interface designed for Go developers.
  • Extensible Design: The library is structured to allow easy expansion with additional models and tools.

Info

Installation

# Coming soon

Usage

// Example usage of Neura will be added here soon.

Roadmap

  • Basic Linear Algebra Operations
  • Data Preprocessing Utilities
  • Regression Models (e.g., Linear, Logistic)
  • Clustering Algorithms (e.g., K-Means, DBSCAN)
  • Model Evaluation Metrics (e.g., Accuracy, Precision)
  • Neural Networks (Future Plans)

Contributing

All contributors are welcomed! Whether you're new to Go or a seasoned developer, feel free to fork the repository, make changes, and submit a pull request. Contribution guidelines will be provided soon.

License

This project is licensed under the MIT License - see the LICENSE file for details. (Honestly, I have no idea about this license - ChatGPT recommended me to use that one)

Contacts

Feel free to text or mail me for any queries or help.