Difference between revisions of "NLP Keras model in browser with TensorFlow.js"
| Line 17: | Line 17: | ||
*** [http://keras.io/preprocessing/sequence/#pad_sequences keras.preprocessing.sequence.pad_sequences | Keras Documentation] | *** [http://keras.io/preprocessing/sequence/#pad_sequences keras.preprocessing.sequence.pad_sequences | Keras Documentation] | ||
** [[TensorFlow.js]] | ** [[TensorFlow.js]] | ||
| + | *** [http://www.tensorflow.org/js/guide/save_load tf.loadLayersModel] | ||
** [http://nodejs.org/en/ Node.js] | ** [http://nodejs.org/en/ Node.js] | ||
| + | *** [http://serverjs.io/ server.js for Node] | ||
** [http://www.w3schools.com/js/js_json.asp JSON -JavaScript Object Notation | w3schools.com] | ** [http://www.w3schools.com/js/js_json.asp JSON -JavaScript Object Notation | w3schools.com] | ||
| + | ** [[Javascript]] | ||
| + | *** [http://www.w3schools.com/jsref/jsref_replace.asp JavaScript String replace Method] | ||
* [[Datasets]]: | * [[Datasets]]: | ||
** [http://www.clips.uantwerpen.be/conll2003/ner/ Language-Independent Named Entity Recognition (II)] | ** [http://www.clips.uantwerpen.be/conll2003/ner/ Language-Independent Named Entity Recognition (II)] | ||
Revision as of 17:51, 30 April 2019
Youtube search... | ...Google search
How to use your Keras model in browser with tensorflow.js
- NLP Keras model in browser with TensorFlow.js | Mikhail Salnikov - Towards Data Science
- The Unreasonable Effectiveness of Recurrent Neural Networks | Andrej Karpathy - Towards Data Science
- Natural Language Tools & Services:
- Datasets:
- Sequence to Sequence (Seq2Seq) Model:
SOTA = State of the Art
Mr. [B-PER] Johnson [I-PER] like Moscow! [B-LOC]
