Popularity

6.0

Stable

Activity

0.0

Stable

Stars 4,381

Watchers 164

Forks 388

Last Commit about 2 years ago

Description

neurojs is a JavaScript framework for deep learning in the browser. It mainly focuses on reinforcement learning, but can be used for any neural network based task. It contains neat demos to visualise these capabilities, for instance a 2D self-driving car.

Feel free to contribute. The development on such projects is more awesome in a community!

Programming language: JavaScript

License: MIT License

Tags: Machine Learning neural network Reinforcement-learning

neurojs alternatives and similar libraries

Based on the "Machine Learning" category.
Alternatively, view neurojs alternatives based on common mentions on social networks and blogs.

Tesseract.js

9.4 7.4 L3 neurojs VS Tesseract.js

Pure Javascript OCR for more than 100 Languages 📖🎉🖥
ConvNetJS

8.4 0.0 L3 neurojs VS ConvNetJS

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Appwrite - The Open Source Firebase alternative introduces iOS support

Appwrite is an open source backend server that helps you build native iOS applications much faster with realtime APIs for authentication, databases, files storage, cloud functions and much more!

Promo appwrite.io

natural

7.8 8.6 L5 neurojs VS natural

general natural language facilities for node
deeplearn.js

7.8 0.0 neurojs VS deeplearn.js

A hardware-accelerated machine intelligence library for the web.
Brain.js

7.5 0.0 L5 neurojs VS Brain.js

[UNMAINTAINED] Simple feed-forward neural network in JavaScript
Synaptic.js

7.1 0.0 L2 neurojs VS Synaptic.js

architecture-free neural network library for node.js and the browser
Keras.js

6.3 0.0 neurojs VS Keras.js

Run Keras models in the browser, with GPU support using WebGL
m2cgen

4.8 5.1 neurojs VS m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
ml.js

4.8 0.9 neurojs VS ml.js

Machine learning tools in JavaScript
Propel

4.7 0.0 neurojs VS Propel

Differential Programming in JavaScript.
WebDNN

4.4 0.0 neurojs VS WebDNN

The Fastest DNN Running Framework on Web Browser
Mind.js

3.9 0.0 L4 neurojs VS Mind.js

A neural network library built in JavaScript
Limdu.js

3.5 0.0 L4 neurojs VS Limdu.js

Machine-learning for Node.js
DN2A

2.5 0.0 L5 neurojs VS DN2A

Dynamic Neural Networks Architect (DN2A)
Dannjs

2.3 2.1 neurojs VS Dannjs

Easy to use Deep Neural Network Library for JavaScript.
Synapses

1.1 0.0 neurojs VS Synapses

A group of neural-network libraries for functional and mainstream languages
ml5.js

- neurojs VS ml5.js

Friendly Machine Learning for the Web.
TensorFlow.js

- neurojs VS TensorFlow.js

A JavaScript library for training and deploying ML models in the browser and on Node.js.

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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README

Feel free to contribute. The development on such projects is more awesome in a community!

Note: this repo is no longer maintained since more general frameworks such as TensorFlow-JS emerged, which I recommend you to use.

Features

Implements a full-stack neural-network based machine learning framework
Extended reinforcement-learning support
- Uniform and prioritised replay buffers
- Advantage-learning (increasing the action-gap) https://arxiv.org/pdf/1512.04860v1.pdf
- Support for deep-q-networks and actor-critic models (via deep-deterministic-policy-gradients)
Binary import and export of network configurations (weights etc.)
High-performance