Visit this link to know more about TensorFlow.js
NPM package https://www.npmjs.com/package/@tensorflow/tfjs
Visit this link to know more about Keras.js
NPM package - https://www.npmjs.com/package/keras-js
It is another very useful framework to build ML models in browser or Node.js. It is simple to use, fast, and easy to integrate. It is used to build GPU accelerated neural network models. It can be used to export and import models. It is open source.
A simple demo of Rock, Paper, Scissors using brain.js
Visit this link to know more about Brain.js
NPM package - https://www.npmjs.com/package/brain.js
Visit this link to know more about Neuro.js
Visit this link to know more about Danfo.js
NPM package- https://www.npmjs.com/package/danfojs
It is an open-source alternative of the Numpy python package. It is a JS library. It can be used for storing a powerful N-dimensional array object, has linear algebra function, has fast Fourier transform and tools for basic image processing.
Visit this link to know more about NumJs
NPM package- https://www.npmjs.com/package/numjs
Visit this link to know more about Mpld3
NPM package- https://www.npmjs.com/package/mpld3
ml5.js is an open source, friendly high level interface to TensorFlow.js, a library for handling GPU-accelerated mathematical operations and memory management for machine learning algorithms. ml5.js provides immediate access in the browser to pre-trained models for detecting human poses, generating text, styling an image with another, composing music, pitch detection, and common English language word relationships, and much more.
Visit this link to know more about Ml5.js
NPM package- https://www.npmjs.com/package/ml5
Visit this link to know more about WebDNN
NPM package- https://www.npmjs.com/package/webdnn
DeepForge is a development environment for deep learning designed for simplicity, collaboration, and reproducibility of experiments.
Quickly and easily design neural network architectures and machine learning pipelines using a simple, intuitive interface. Design, develop and iterate on your neural network models from within the browser. Train the models on remote machines and monitor all executions using real-time feedback!
Visit this link to know more about DeepForge
NPM package- https://www.npmjs.com/package/deepforge
Hope you liked this post. Feel free to bookmark it for further reference and shower your love with the heart.