NLP Keras model in browser with TensorFlow.js

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How to use your Keras model in browser with tensorflow.js

• NLP Keras model in browser with TensorFlow.js | Mikhail Salnikov - Towards Data Science
  • Named-entity recognition TensorFlow.js demo
• The Unreasonable Effectiveness of Recurrent Neural Networks | Andrej Karpathy - Towards Data Science
• Tools:
  • Keras
  • TensorFlow.js
  • Node.js
• Datasets:
  • Language-Independent Named Entity Recognition (II)
• Model:
  • Natural Language Processing (NLP):
    • Named Entity Recognition (NER)
    • Word Embedding
    • Sequence to Sequence (Seq2Seq)
  • Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and Recurrent Neural Network (RNN)
  • Attention Mechanism/Model - Transformer Model

SOTA = State of the Art

Mr. [B-PER] Johnson [I-PER] like Moscow! [B-LOC]