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NLP: A Bag of Tricks

Some useful scripts for Natural Language Processing in Python.

  • Intro to NLTK: Examples of Tokenization, Text Normalization, Similarity, POS Tagging, WordNet and Disambiguation using primarily NLTK library.
  • NLP Pipeline for SPAM: Example of Scikit-Learn Machine Learning Pipeline implementation for classifying SPAM
  • LSTM for Spam (Keras): Using Keras to implement simple text-related architectures. (Plain LSTM and LSTM with 1D Convolution)

More to come (  ̄ー ̄)σ

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Scripts for Natural Language Processing

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