some-nlp-functions

Soundex
Levenshtein Edit Distance
Levenshtein Distance in 'nltk' Library
- Levenshtein Distance
- Damerau-Levenshtein Distance
Heteronyms Detection
- Example I
- Example II
Navigating Wordnet Relationships
Word-Sense Disambiguation
Lesk Algorithm
- Example I
- Example II
- Example III
Automatic POS Tagging + Lesk with spaCy

stemming-lemmatization

Tokenisation
- Word Tokenisation
- Sentence Tokenisation
- Tweet Tokenisation
- Custom Tokenisation (using Regex)
Stemmer
- Porter Stemmer
- Snowball Stemmer
Lemmatizer
- Wordnet Lemmatizer

Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
.gitignore		.gitignore
README.md		README.md
assignment-automatic-ticket-classification.ipynb		assignment-automatic-ticket-classification.ipynb
learning-some-nlp-functions.ipynb		learning-some-nlp-functions.ipynb
learning-spam-detector.ipynb		learning-spam-detector.ipynb
learning-spell-collector.ipynb		learning-spell-collector.ipynb
learning-stemming-lemmatization.ipynb		learning-stemming-lemmatization.ipynb
learning-text-preprocessing-keras.ipynb		learning-text-preprocessing-keras.ipynb
learning-topic-modelling.ipynb		learning-topic-modelling.ipynb