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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

amazon-challenge

author-paper-identification

http://www.kaggle.com/c/kdd-cup-2013-author-paper-identification-challenge

bearded-bear

datascience

Code for Data Science at Olin College, Spring 2014.

dcgan_code

Deep Convolutional Generative Adversarial Networks

discrete-optimization-coursera

gan_tutorial

Tensorflow example of a conv GAN on MNIST.

github_avatars

can we just go with github avatars? -Madison

hpstr-jekyll-theme

A Jekyll theme with some tumble-log tendencies.

jseye

Exploring building off JSFeat for eye detection

music-analyzer

Converting music to a ML friendly format and analyzing it.

newmu.github.io

programming-rnn

Programming a program to program, so meta.

pylearn2

A Machine Learning library based on Theano

salary-prediction

Code for the Adzuna Salary Prediction Kaggle competition - http://www.kaggle.com/c/job-salary-prediction Placed 10th out of approximately 300 teams.

shape-fitter

Playing around with optimization techniques of large search spaces all in the name of making cool looking images.

song-hero

A guitar hero like game which automatically creates the track to follow for each song played.

stroke-prediction

Predicting pen strokes from images.

stylize

Regressor based image stylization.

text-generation

Testing out various machine learning models for generative text capabilities.

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.