Description
"Natural" is a general natural language facility for nodejs. Tokenizing,
stemming, classification, phonetics, tf-idf, WordNet, string similarity,
and some inflections are currently supported.
It's still in the early stages, so we're very interested in bug reports,
contributions and the like.
Note that many algorithms from Rob Ellis's node-nltools are
being merged into this project and will be maintained from here onward.
While most of the algorithms are English-specific, contributors have implemented support for other languages. Thanks to Polyakov Vladimir, Russian stemming has been added! Thanks to David Przybilla, Spanish stemming has been added! Thanks to even more contributors, stemming and tokenizing in more languages have been added.
Aside from this README, the only documentation is this DZone article, this free course on Egghead.io, and here on my blog, which is a bit older.
natural alternatives and similar libraries
Based on the "Machine Learning" category.
Alternatively, view natural alternatives based on common mentions on social networks and blogs.
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ConvNetJS
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser. -
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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 -
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TensorFlow.js
A JavaScript library for training and deploying ML models in the browser and on Node.js.
Civic Auth - Auth in Less Than 5 Minutes
* 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
natural
"Natural" is a general natural language facility for nodejs. It offers a broad range of functionalities for natural language processing. Documentation can be found here on Github Pages.
License
Copyright (c) 2011, 2012 Chris Umbel, Rob Ellis, Russell Mull
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
WordNet License
This license is available as the file LICENSE in any downloaded version of WordNet. WordNet 3.0 license: (Download)
WordNet Release 3.0 This software and database is being provided to you, the LICENSEE, by Princeton University under the following license. By obtaining, using and/or copying this software and database, you agree that you have read, understood, and will comply with these terms and conditions.: Permission to use, copy, modify and distribute this software and database and its documentation for any purpose and without fee or royalty is hereby granted, provided that you agree to comply with the following copyright notice and statements, including the disclaimer, and that the same appear on ALL copies of the software, database and documentation, including modifications that you make for internal use or for distribution. WordNet 3.0 Copyright 2006 by Princeton University. All rights reserved. THIS SOFTWARE AND DATABASE IS PROVIDED "AS IS" AND PRINCETON UNIVERSITY MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PRINCETON UNIVERSITY MAKES NO REPRESENTATIONS OR WARRANTIES OF MERCHANT- ABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF THE LICENSED SOFTWARE, DATABASE OR DOCUMENTATION WILL NOT INFRINGE ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER RIGHTS. The name of Princeton University or Princeton may not be used in advertising or publicity pertaining to distribution of the software and/or database. Title to copyright in this software, database and any associated documentation shall at all times remain with Princeton University and LICENSEE agrees to preserve same.
*Note that all licence references and agreements mentioned in the natural README section above
are relevant to that project's source code only.