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
  • Code: NERjs | GitHub
• The Unreasonable Effectiveness of Recurrent Neural Networks | Andrej Karpathy - Towards Data Science
• Large Language Model (LLM) ... Natural Language Processing (NLP) ...Generation ... Classification ... Understanding ... Translation ... Tools & Services:
  • Keras
    • keras.preprocessing.sequence.pad_sequences | Keras Documentation
  • TensorFlow.js
    • tf.loadLayersModel
  • Node.js
    • server.js for Node
  • JSON -JavaScript Object Notation | w3schools.com
  • Javascript
    • JavaScript String replace Method - regular expression
• Datasets:
  • Language-Independent Named Entity Recognition (II)
• Sequence to Sequence (Seq2Seq) Model:
  • Natural Language Processing (NLP):
    • Named Entity Recognition (NER)
    • Word Embedding
      • Embedding ... Fine-tuning ... RAG ... Search ... Clustering ... Recommendation ... Anomaly Detection ... Classification ... Dimensional Reduction. ...find outliers
  • Recurrent Neural Network (RNN)
  • Attention Mechanism ...Transformer ...Generative Pre-trained Transformer (GPT) ... GAN ... BERT
  • Global Vectors for Word Representation (GloVe)

SOTA = State of the Art

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