My NLP Projects

This repo contains some of my natural language processing projects.

Projects

Latent Semantic Analysis - Finding latent topics and relationships in a corpus of documents
Markov Bigram Model - Generating new text using a Markov model of word bigrams
Analogies with pretrained W2V - Exploring semantic analogies using pre-trained word2vec embeddings
Analogies using pretrained Glove - Exploring semantic analogies using pre-trained GloVe embeddings
Article Spinner - Automatically generating rewritten versions of articles
Brown corpus bigrams - Analyzing word pairwise statistics in the Brown corpus
Decoder encoder - Sequence-to-sequence autoencoder model
Semantic analyzer - Measuring semantic similarity between pieces of text
Spam filter - Binary text classification model for spam detection
Text classification - Multi-class text classification with deep learning

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
Latent_Semantic_Analysis.ipynb		Latent_Semantic_Analysis.ipynb
Markov_bigram_model.ipynb		Markov_bigram_model.ipynb
README.md		README.md
analogies_pretrained_w2v.ipynb		analogies_pretrained_w2v.ipynb
analogies_uisng_pretrained_glove.ipynb		analogies_uisng_pretrained_glove.ipynb
article_spinner.ipynb		article_spinner.ipynb
brown_bigrams.ipynb		brown_bigrams.ipynb
decoder_encoder.ipynb		decoder_encoder.ipynb
semantic_analyzer.ipynb		semantic_analyzer.ipynb
simple_spam_filter.ipynb		simple_spam_filter.ipynb
single_label_text_classification.ipynb		single_label_text_classification.ipynb

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