Neural Style Transfer

Co-author of Style Transfer lecture in masters level coursetaught at SMU: Survey of Advanced Deep Learning Techniques.


Introduction to Reinforcement Learning

Co-author of Introduction to Reinforcement Learning lecture taught Survey of Deep Learning Techniques at SMU.


Lecture Reinforcement Learning Pt 2

Sequel to Introduction to Reinforcement Learning lecture taught Survey of Deep Learning Techniques at SMU.


Spam Text Detection

In depth analysis of various recurrent neural network architectures and their performance on a particular dataset.

The final model scores 99.6% accuracy and .9986 precision on validation the dataset, placing us with tenths of a percent of state of the art models on the dataset.


Multi Task Learning

Co-authored Multi Task learning lecture for masters level course taught at SMU: Survey of Advanced Deep Learning Techniques.


DQN Library

Experimental DQN library written from scratch for use with keras models.

Keras-Glove

High level GloVe Embedding library for use with Keras.

Training your own embedding is incredibly expensive. To avoid having to do this, the common approach is to use a pre-trained embedding.