Build chatbots, analyze customer feedback, summarize long text, analyze and interpret data or text, parse file response data, search results, and more using JavaScript natural language processing libraries. Natural language processing (NLP) is a field of computer science and artificial intelligence that focuses on enabling computers to understand, interpret, and manipulate human language. NLP, in the context of JavaScript, refers to the processing and analyzing of natural language inputs, such as text or speech, using JavaScript code.
Natural, NLTK, and Compromise are a few JavaScript libraries and frameworks that can be utilized for NLP. These libraries offer a variety of tools and algorithms for tasks like sentiment analysis, part-of-speech tagging, and tokenization, which involve breaking up a string of text into individual words or phrases (determining the emotional tone of a piece of text). NLP may be used for many things, like creating chatbots that can comprehend user input and reply, examining customer feedback to find trends and feelings, and automatically summarizing lengthy texts. It is a highly active area of research and development with numerous potential applications in areas including automated text analysis, machine translation, and natural language production.
Check out the below list to find the best JavaScript natural language processing libraries for your application:
Semantic-UIby Semantic-Org
Semantic is a UI component framework based around useful principles from natural language.
Semantic-UIby Semantic-Org
JavaScript
50612
Version:2.5.0
License: Permissive (MIT)
netronby lutzroeder
Visualizer for neural network, deep learning, and machine learning models
netronby lutzroeder
JavaScript
23143
Version:v6.9.5
License: Permissive (MIT)
compromiseby spencermountain
modest natural-language processing
compromiseby spencermountain
JavaScript
10748
Version:14.9.0
License: Permissive (MIT)
convnetjsby karpathy
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
convnetjsby karpathy
JavaScript
10587
Version:2014.08.31
License: Permissive (MIT)
naturalby NaturalNode
general natural language facilities for node
naturalby NaturalNode
JavaScript
10218
Version:6.5.0
License: Permissive (MIT)
synapticby cazala
architecture-free neural network library for node.js and the browser
synapticby cazala
JavaScript
6888
Version:1.1.4
License: Others (Non-SPDX)
ml5-libraryby ml5js
Friendly machine learning for the web! 🤖
ml5-libraryby ml5js
JavaScript
6060
Version:0.12.2
License: Others (Non-SPDX)
nlp.jsby axa-group
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
nlp.jsby axa-group
JavaScript
5642
Version:4.14.2
License: Permissive (MIT)
keras-jsby transcranial
Run Keras models in the browser, with GPU support using WebGL
keras-jsby transcranial
JavaScript
4936
Version:v0.3.0
License: Permissive (MIT)
tensorspaceby tensorspace-team
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
tensorspaceby tensorspace-team
JavaScript
4873
Version:v0.6
License: Permissive (Apache-2.0)
neurojsby janhuenermann
A JavaScript deep learning and reinforcement learning library.
neurojsby janhuenermann
JavaScript
4382
Version:Current
License: Permissive (MIT)
super-expressiveby francisrstokes
🦜 Super Expressive is a zero-dependency JavaScript library for building regular expressions in (almost) natural language
super-expressiveby francisrstokes
JavaScript
4472
Version:Current
License: Permissive (MIT)
quiverby keplr-io
Interactive convnet features visualization for Keras
quiverby keplr-io
JavaScript
1678
Version:Current
License: Permissive (MIT)
mindby stevenmiller888
A neural network library built in JavaScript
mindby stevenmiller888
JavaScript
1496
Version:Current
License: No License