NLP

IMDb Sentiment Classifier featured image

IMDb Sentiment Classifier

Bidirectional LSTM with GloVe embeddings that classifies IMDb movie reviews as positive or negative, with batch normalization and regularization for better generalization.

Word2Vec Skip-Gram in TensorFlow 2 featured image

Word2Vec Skip-Gram in TensorFlow 2

Word2Vec skip-gram model implemented in TensorFlow 2.0 that learns word embeddings from the text8 Wikipedia dataset and finds nearest neighbors by cosine similarity.