Difference between revisions of "NLP Keras model in browser with TensorFlow.js"
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** [http://deepdivision.net/2019/03/20/nlp-keras-model-in-browser-with-tensorflowjs.html Named-entity recognition TensorFlow.js demo] | ** [http://deepdivision.net/2019/03/20/nlp-keras-model-in-browser-with-tensorflowjs.html Named-entity recognition TensorFlow.js demo] | ||
* [http://karpathy.github.io/2015/05/21/rnn-effectiveness/ The Unreasonable Effectiveness of Recurrent Neural Networks | Andrej Karpathy - Towards Data Science] | * [http://karpathy.github.io/2015/05/21/rnn-effectiveness/ The Unreasonable Effectiveness of Recurrent Neural Networks | Andrej Karpathy - Towards Data Science] | ||
| − | * | + | * Tools: |
| − | * [[Keras]] | + | ** [[Keras]] |
| − | * [[TensorFlow.js]] | + | ** [[TensorFlow.js]] |
| − | * | + | ** [http://nodejs.org/en/ Node.js] |
| − | * [http://nodejs.org/en/ Node.js] | + | * [[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)] | ||
| − | * [[Attention Mechanism/Model - Transformer Model]] | + | * Model: |
| + | ** [[Natural Language Processing (NLP)]]: | ||
| + | *** Named Entity Recognition (NER) | ||
| + | *** Word embedding | ||
| + | ** [[Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and Recurrent Neural Network (RNN)]] | ||
| + | ** [[Attention Mechanism/Model - Transformer Model]] | ||
SOTA = State of the Art | SOTA = State of the Art | ||
Revision as of 06:40, 29 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
- Tools:
- Datasets:
- Model:
- Natural Language Processing (NLP):
- Named Entity Recognition (NER)
- Word embedding
- Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and Recurrent Neural Network (RNN)
- Attention Mechanism/Model - Transformer Model
- Natural Language Processing (NLP):
SOTA = State of the Art
Mr. [B-PER] Johnson [I-PER] like Moscow! [B-LOC]
