GitHub - splevine/NLP-with-Python: Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

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Name		Name	Last commit message	Last commit date
Latest commit History 112 Commits
data		data
images		images
Advanced NLP Tasks with NLTK.ipynb		Advanced NLP Tasks with NLTK.ipynb
Amazon Reviews.ipynb		Amazon Reviews.ipynb
Attention Basics.ipynb		Attention Basics.ipynb
AutoDetect_COVID_FakeNews.ipynb		AutoDetect_COVID_FakeNews.ipynb
Automatically Summarize Trump's State of the Union Address.ipynb		Automatically Summarize Trump's State of the Union Address.ipynb
Avito Duplicate Ads Detection.ipynb		Avito Duplicate Ads Detection.ipynb
BOW_TFIDF_Xgboost_update.ipynb		BOW_TFIDF_Xgboost_update.ipynb
Basic NLP Tasks with NLTK.ipynb		Basic NLP Tasks with NLTK.ipynb
Bayesian_Inference.ipynb		Bayesian_Inference.ipynb
Cleaning Text.ipynb		Cleaning Text.ipynb
ColumnTransformer Meets NLP.ipynb		ColumnTransformer Meets NLP.ipynb
Comment_backToWork.ipynb		Comment_backToWork.ipynb
Deciphering Code with Character-Level RNN.ipynb		Deciphering Code with Character-Level RNN.ipynb
Dedupe.ipynb		Dedupe.ipynb
Doc2Vec Consumer Complaint.ipynb		Doc2Vec Consumer Complaint.ipynb
Doc2Vec Consumer Complaint_3.ipynb		Doc2Vec Consumer Complaint_3.ipynb
EDA and visualization for Text Data.ipynb		EDA and visualization for Text Data.ipynb
Fake news classifier TensorFlow 2.0.ipynb		Fake news classifier TensorFlow 2.0.ipynb
Fake_News_LogReg.ipynb		Fake_News_LogReg.ipynb
Flair Practice.ipynb		Flair Practice.ipynb
Fuzzy String Matching.ipynb		Fuzzy String Matching.ipynb
HMM Tagger.html		HMM Tagger.html
HMM Tagger.ipynb		HMM Tagger.ipynb
HMM warmup (optional).ipynb		HMM warmup (optional).ipynb
Hidden Markov Models for POS.ipynb		Hidden Markov Models for POS.ipynb
Hotel Description Generation LSTM.ipynb		Hotel Description Generation LSTM.ipynb
LDA.ipynb		LDA.ipynb
LDA_news_headlines.ipynb		LDA_news_headlines.ipynb
LIME_SHAP_StackOverflow.ipynb		LIME_SHAP_StackOverflow.ipynb
Latent Semantic Analysis_reviews.ipynb		Latent Semantic Analysis_reviews.ipynb
Multi-Class Text Classification LSTM Consumer complaints.ipynb		Multi-Class Text Classification LSTM Consumer complaints.ipynb
NER 500newsgoldstandard.ipynb		NER 500newsgoldstandard.ipynb
NER_NLTK_Spacy.ipynb		NER_NLTK_Spacy.ipynb
NER_sklearn.ipynb		NER_sklearn.ipynb
Named Entity Recognition using LSTMs with Keras.ipynb		Named Entity Recognition using LSTMs with Keras.ipynb
Query Wellformedness.ipynb		Query Wellformedness.ipynb
Quora Topic Modeling_scikit learn_LDA.ipynb		Quora Topic Modeling_scikit learn_LDA.ipynb
Quora Topic Modeling_scikit learn_NMF.ipynb		Quora Topic Modeling_scikit learn_NMF.ipynb
Quora_bow_tfidf_randomforest.ipynb		Quora_bow_tfidf_randomforest.ipynb
README.md		README.md
Rank_metrics.ipynb		Rank_metrics.ipynb
Search relevance.ipynb		Search relevance.ipynb
Sentiment Analysis with RNN.ipynb		Sentiment Analysis with RNN.ipynb
Sklearn_20newsgroups.ipynb		Sklearn_20newsgroups.ipynb
Text Classification Workshop.ipynb		Text Classification Workshop.ipynb
Text Classification model selection.ipynb		Text Classification model selection.ipynb
Text Processing_Udacity Practice.ipynb		Text Processing_Udacity Practice.ipynb
TextBlob Yelp Reviews.ipynb		TextBlob Yelp Reviews.ipynb
Text_Classification_With_BERT.ipynb		Text_Classification_With_BERT.ipynb
Topic Modeling for Data Preprocessing.ipynb		Topic Modeling for Data Preprocessing.ipynb
Topic Modeling.ipynb		Topic Modeling.ipynb
Toxic Comments LSTM GloVe.ipynb		Toxic Comments LSTM GloVe.ipynb
Vaccine press conference.ipynb		Vaccine press conference.ipynb
Web scraping Hilton Hawaiian Village TripAdvisor Reviews.py		Web scraping Hilton Hawaiian Village TripAdvisor Reviews.py
Word2vec_xgboost.ipynb		Word2vec_xgboost.ipynb
Working with Text Data in Pandas.ipynb		Working with Text Data in Pandas.ipynb
Working with Text.ipynb		Working with Text.ipynb
Xgboost_bow_tfidf.ipynb		Xgboost_bow_tfidf.ipynb
brown-universal.txt		brown-universal.txt
fake_news_COVID.ipynb		fake_news_COVID.ipynb
helper.py		helper.py
helpers.py		helpers.py
machine_translation.html		machine_translation.html
machine_translation.ipynb		machine_translation.ipynb
project_tests.py		project_tests.py
room_type.csv		room_type.csv
sentiment_analysis.ipynb		sentiment_analysis.ipynb
speak.txt		speak.txt
tags-universal.txt		tags-universal.txt
text_processing.ipynb		text_processing.ipynb

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NLP with Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

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