auto-encoders

Autoencoders for time-series using multiple LSTMs and CNNs

transformer-model

Transformer model implemented from scratch. Includes examples for text classification and generation.

ml-pelican-website

Data Science, Machine Learning, Statistics webpage. Includes theory, technical details, and Python implementation of various machine learning algorithms and statistics concepts.

uci-drug-review-dataset

NLP analysis for UCI drug-reviews dataset. Implementation of SKlearn models and Pytorch feed-forward and LSTM neural networks. Includes AWS training and deployment for both SKlearn and Pytorch models.