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NLPfun

This repository contains some of the NLP projects that I have worked on. The projects are implemented in Python using Jupyter Notebooks.

Info about the notebooks

  • alies.ipynb : Character level Bigram language model implemented using (i) Count matrix and (ii) Neural Net
  • ramilo.ipynb : Character level language model using 15-dimensional encodings and 3-character wide context window
  • tokenization.ipynb : Tokenization of text using Byte Pair Encoding (BPE) algorithm.

Todo

  • Create python libraries for various models

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