A collection of advanced Natural Language Processing (NLP) experiments using LSTM networks for text classification, sentiment analysis, and text generation. Includes datasets (BBC News, Moby Dick), trained models, and Jupyter notebooks demonstrating end-to-end deep learning workflows.

advanced-nlp-project

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
.gitignore		.gitignore
LSTMBIG		LSTMBIG
LSTMBIG.h5		LSTMBIG.h5
README.md		README.md
bbc-text.csv		bbc-text.csv
melville-moby_dick.txt		melville-moby_dick.txt
moby_dick.txt		moby_dick.txt
sentiment_analysis_model.json		sentiment_analysis_model.json
sentiment_analysis_weights.h5		sentiment_analysis_weights.h5
sentiment_analytic_LSTM.ipynb		sentiment_analytic_LSTM.ipynb
text_classification_model_LSTM.ipynb		text_classification_model_LSTM.ipynb
text_generation_modelLSTM.ipynb		text_generation_modelLSTM.ipynb

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