/Natural-Language-Processing

Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)

Primary LanguagePython

Natural-Language-Processing

This repository includes the codes for the following topics:

  1. Edit Distance
  2. Regex
  3. Discriminative and Generative Models
  4. HMM - Viterbi Algorithm
  5. NLP Tools:
    • Word Similarity (Word2vec)
    • Document Similarity (Doc2Vec)
    • Spacy (Lemmatization, POS Tagging, NER, Word Similarity)

Each directory contains these files:

  • $ Problem_Statement.jpg #the problem statement.
  • $ Solution.py #contains the solution code.
  • $ Report.pdf #contains the detailed analysis of the problem and it's solution explaination.

👽 Do checkout the Information Retrieval (IR) codes compilation too here!

I'll also try to add resources below this relevant to NLP research: