Difference between revisions of "NLP Keras model in browser with TensorFlow.js"
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* Tools: | * Tools: | ||
** [[Keras]] | ** [[Keras]] | ||
| + | *** [http://keras.io/preprocessing/sequence/#pad_sequences keras.preprocessing.sequence.pad_sequences | Keras Documentation] | ||
** [[TensorFlow.js]] | ** [[TensorFlow.js]] | ||
** [http://nodejs.org/en/ Node.js] | ** [http://nodejs.org/en/ Node.js] | ||
Revision as of 16:21, 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
- Tools:
- Datasets:
- Sequence to Sequence (Seq2Seq) 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]
