NLP---Natural-Language-Processing-with-Python

NLP projects and notes

Regular Expressions for pattern searching in text

Stemming and Lemmatization

Latent Dirichlet Allocation for Topic Modelling

Spacy for ultra fast tokenization

POS and NER with Spacy ( Named Entity Recognition)

NLTK for Sentiment Analysis

SciKit-Learn for Text Classification

Non-negative Matrix Factorization

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
TextFiles		TextFiles
00_text-Basics-Assessment.ipynb		00_text-Basics-Assessment.ipynb
00_text_basics.ipynb		00_text_basics.ipynb
01_NLP-Basics-Assessment.ipynb		01_NLP-Basics-Assessment.ipynb
01_NLP_Python_Basics.ipynb		01_NLP_Python_Basics.ipynb
02_POS-Assessment.ipynb		02_POS-Assessment.ipynb
02_parts_of_speech_tagging.ipynb		02_parts_of_speech_tagging.ipynb
03-Text-Classification-Assessment.ipynb		03-Text-Classification-Assessment.ipynb
03_Text_Classification.ipynb		03_Text_Classification.ipynb
03_Text_Classification_Code_Along_Project_Movie_reviews.ipynb		03_Text_Classification_Code_Along_Project_Movie_reviews.ipynb
04-Semantics-and-Sentiment-Analysis.ipynb		04-Semantics-and-Sentiment-Analysis.ipynb
04-Sentiment-Analysis-Assessment.ipynb		04-Sentiment-Analysis-Assessment.ipynb
04-Sentiment-Analysis-Project.ipynb		04-Sentiment-Analysis-Project.ipynb
05-Topic-Modeling-LDA-NMF-Assessment-Project.ipynb		05-Topic-Modeling-LDA-NMF-Assessment-Project.ipynb
05-Topic-Modeling.ipynb		05-Topic-Modeling.ipynb
06_chatbots.ipynb		06_chatbots.ipynb
06_deep_learning.ipynb		06_deep_learning.ipynb
README.md		README.md
chatbot_120_epochs.h5		chatbot_120_epochs.h5
epochBIG		epochBIG
first_model.h5		first_model.h5
melville-moby_dick.txt		melville-moby_dick.txt
moby_dick_four_chapters.txt		moby_dick_four_chapters.txt
requirements.txt		requirements.txt

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