Stanford CS 20SI: Tensorflow for Deep Learning Research

Class Projects

Neural Style Transfer

Implemented Google's DeepDream and Neural Style Transfer algorithms using convolutional neural networks (CNNs). The neural style transfer deep learning algorithm renders artistic blends of images using the artistic style of one image (typically a famous painting such as van Gogh's Starry Night) with the content from another image (a photo of San Francisco's evening skyline for example)

State-of-the-Art Chatbot

Implemented a funny chatbot using a sequence to sequence (seq2seq) model based on two (encoder and decoder) long-short-term-memory (LSTM) Recurrent Neural Networks (RNN). The chatbot is trained on transcripts and dialogue from some of my favorite TV Shows including Seinfeld, The Office, South Park, and Entourage.