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Open In Colab

Learning NLP

This repo is a collection of NLP projects that walk through the NLP pipeline and introduce key libraries to build an end to end workflow.

  1. Foundations
  2. Applications
  3. NLP Tasks
  4. Pre-Processing
  5. OHE, TF-IDF, CountVectorizer
  6. spaCy
  7. Language Models
  8. RNNs
  9. LSTM
  10. PyTorch
  11. ML Pipelines with Airflow

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NLP with PyTorch - foundational

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  • Jupyter Notebook 98.6%
  • Python 1.1%
  • Shell 0.3%