Kanye Lyric LSTM RNN
Generating Kanye West's new album using a LSTM recurrent neural network
Language Synthesis
Emulating the typing style of humans
BRFSS Data to Predict Depression
This project uses BRFSS survey data to predict the likelihoods of depression.
Urban Dictionary AI
An LSTM neural network that generates Urban Dictionary style definitions, but (usually!) without the profanity.
Cancer Image Diagnostics
A strategy for identification of cancerous CT scans
Generalized Feed-Forward Style Transfer
A model based on Johnson's "Perceptual Losses for Real-Time Style Transfer and Super-Resolution"
Portrait-Based Color Preservation
Preserving colors to highlight facial features in a portait
The Effect of Image Transformations on Style Transfer
We transformed the contrast, blur, brightness, tint, and other aspects of images to observe the impact on style transfer.
Optical Illusions
An analysis of the relationship between content and style as made distinct in a convolutional neural network
CE vs DDPG for Pendulum-v0
Investigating the Cross-Entropy and Deep Deterministic Policy Gradient methods.
Minecraft Model
Model approach to solve the OpenAI Gym challenge in the Minecraft environment
Q Learning Mountain Car
A comparison of discount factor and initial learning rate values to accompanied utility
Evolutionary Strategies for Pendulum Inversion
Manipulating the inputs for Evolutionary Strategies code to solve the Pendulum-v0 Environment
The Mystery of Bitcoin’s Price
Correlating the erratic changes in Bitcoin’s price with sentiments expressed on reddit
Who Survives?
This project predicts how a contestant places at the end of a season in the reality TV show "Survivor" based upon the content of their 'confessionals'
Tweet Predicter
This project can classify tweets as being written by Hilary Clinton or Donald Trump.
A Kickstart to Kickstarter
Predicts whether a Kickstarter project will succeed or not.