Difference between revisions of "Natural Language Tools & Services"

Revision as of 07:59, 7 April 2019

TensorFlow.js for training and deploying ML models in the browser and on Node.js (was called Deeplearnjs)
- Keras.js No longer active - capability now is in TensorFlow.js
NLP.js NLP Manager: a tool able to manage several languages (nodejs)
Compromise modest natural-language processing (NLP) interprets and pre-parses English and makes some reasonable decisions
Natural provides tokenizing, stemming (reducing a word to a not-necessarily morphological root), classification, phonetics, tf-idf, WordNet, string similarity, and more. (nodejs)

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 ==== Capability with [[Javascript]] ====
 * [[TensorFlow.js]] for training and deploying ML models in the browser and on Node.js (was called Deeplearnjs)
-* [http://transcranial.github.io/keras-js/#/ Keras.js] runs Keras models in the browser, with GPU support using WebGL. since Keras uses a number of frameworks as backends, the models can be trained in TensorFlow, CNTK, and other frameworks as well.
+** [http://transcranial.github.io/keras-js/#/ Keras.js] No longer active - capability now is in TensorFlow.js
 * [http://www.npmjs.com/package/node-nlp NLP.js] NLP Manager: a tool able to manage several languages (nodejs)
 * [http://compromise.cool/ Compromise] modest natural-language processing (NLP) interprets and pre-parses English and makes some reasonable decisions