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.
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1 min read
Sequence Prediction ANN
A neural network that predicts the next number in a sequence, organized into separate classes for data preparation, network architecture, and training.
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1 min read
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.
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1 min read