nagadomi/kaggle-cifar10

code for Kaggle-CIFAR-10 competition. This repository is deprecated. new repo (https://github.com/nagadomi/kaggle-cifar10-torch7)

Kaggle-CIFAR10

My code for Kaggle-CIFAR-10 competition.

Dependencies

• libnv develop branch

kmeans/

an implementation of "Coates, A., Lee, H., and Ng, A. Y. An analysis of single-layer networks in unsupervised feature learning. In AISTATS 14, 2011."

Data augmentation	2x (x-flip)
Unsupervised feature learning	k-means
Classifier	2-Layer NN
Result	0.81960