Project Title

brain.js — GPU Accelerated Neural Networks in JavaScript for Browsers and Node.js

Overview

brain.js is a JavaScript library that enables the creation and training of neural networks, leveraging GPU acceleration for improved performance. It is designed to be used in both browser and Node.js environments, offering a continuation of the popular harthur/brain project with added support and features. brain.js stands out for its ease of use, extensive documentation, and active community support.

Key Features

GPU Acceleration for faster neural network training
Support for various neural network architectures (RNN, LSTM, GRU, AE)
Comprehensive API for training, running, and forecasting
Easy integration with both browser and Node.js applications

Use Cases

Machine learning and AI applications in web development
Data analysis and prediction tasks in Node.js environments
Educational tools for teaching neural networks and machine learning concepts

Advantages

Improved performance through GPU acceleration
Active community and ongoing development
Supports a wide range of neural network types for diverse applications

Limitations / Considerations

Dependency on native module headless-gl for GPU support may require additional setup in some environments
May have limitations in environments without GPU support or where GPU acceleration is not feasible

TensorFlow.js: A JavaScript library for training and deploying machine learning models in the browser and on Node.js, with a focus on deep learning.
Synaptic.js: A clean and minimalistic neural network library for JavaScript, suitable for those looking for a simpler and more lightweight option.
NeuralNetwork.js: Another neural network library for JavaScript, offering a different set of features and APIs compared to brain.js.

Basic Information

GitHub: https://github.com/BrainJS/brain.js
Stars: 14,792
License: Unknown
Last Commit: 2025-08-18

📊 Project Information

Project Name: brain.js
GitHub URL: https://github.com/BrainJS/brain.js
Programming Language: TypeScript
⭐ Stars: 14,792
🍴 Forks: 1,081
📅 Created: 2016-02-13
🔄 Last Updated: 2025-08-18

🏷️ Project Topics

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