NLP_Tasks

Contains Jupyter notebooks of tasks done in NLP class

Find links of notebooks along with their descriptions below:

13-12.ipynb - Doing basic stuff with the Brown and Inaugural corpora.
19-12.ipynb - Exploring different language versions of the Stopwords corpus, playing around with the Wordnet and CMUDict lexicons, and using the Tweet Tokenizer.
10-01.ipynb - Working with the Porter Stemmer, Snowball Stemmer, Lancaster Stemmer, RegExp Stemmer and WordNet Lemmatizer
NLP_26_02.ipynb - Using Porter Stemmer on random text, using the WordNet Lemmatizer, viewing the applications of CountVectorizer, TfidfVectorizer and Cosine Similarity and installing the Spacy library
NLP_26_02_and_28_02.ipynb - The same as NLP_26_02.ipynb, in addition to finding cosine similarities for collections of text (texts are collected from 3 National Geographic magazine articles)
CRF.ipynb - Sequence Labeling on a NER (Named Entity Recognition) model using CRF in Python

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Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
10-01.ipynb		10-01.ipynb
13-12.ipynb		13-12.ipynb
19-12.ipynb		19-12.ipynb
CRF.ipynb		CRF.ipynb
NLP_26_02.ipynb		NLP_26_02.ipynb
NLP_26_02_&_28_02.ipynb		NLP_26_02_&_28_02.ipynb
README.md		README.md