This repository includes the codes for the following topics:
- Edit Distance
- Regex
- Discriminative and Generative Models
- HMM - Viterbi Algorithm
- 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.
๐ฝ Do checkout the Information Retrieval (IR) codes compilation too here!
I'll also try to add resources below this relevant to NLP research: