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n-gram-language-models

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Generating Urdu poetry using SpaCy in Python. Poetry has been generated by using Uni-grams, Bi-grams, Tri-grams and through Bidirectional Bigram Model and Backward Bigram model.

  • Updated Mar 29, 2022
  • Jupyter Notebook

This repository houses a collection of my natural language processing (NLP) projects, showcasing a variety of applications and experiments in the field. From sentiment analysis to language modeling, explore the power of NLP through my code. Feel free to use, modify, and contribute!

  • Updated Jan 28, 2024
  • Jupyter Notebook

markoText is a Python-powered story generator using a Bag of Words Markov Chain model to craft narratives. By training on input text, it learns word transition probabilities to generate unique content mimicking the style and structure of the original.

  • Updated Dec 30, 2024
  • Jupyter Notebook

An authentication scheme where a user remembers a long binary sequence as their password. The sequence is mentally encoded as a binary variant of parson's code for any Melody the user chooses. This scheme uses an n-gram language model and CORRECT parson's code for their Melody to determine the probability of a valid user. Open Day 2024 at CSA IISc

  • Updated Aug 13, 2024
  • Svelte

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