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.
•
1 min read
Healthcare Expert System
Rule-based expert system for heart failure telemonitoring, built with Python and Pyke to support patient self-care and clinical management.
•
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.
•
1 min read
Universal EDA
Python library with DataExplorer and DataLoader classes that streamline exploratory data analysis and dataset loading, including datasets removed from newer scikit-learn releases.
•
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.
•
1 min read