Sander Dieleman

kaggle-ndsb. Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

kaggle-galaxies. Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

morb. Modular Restricted Boltzmann Machine (RBM) implementation using Theano

wmf. Weighted matrix factorization in Python

theano_fftconv. Convolution op for Theano based on CuFFT using scikits.cuda

kaggle-whales. code for the Whale Detection Challenge competition on Kaggle

nervana_theano. A rudimentary wrapper around the fast Maxwell kernels for GEMM and convolution operations provided by nervanagpu

theano-tutorial. Reslab Theano tutorial (10 February 2015)

benanne.github.io. SCSS

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

theano_wmf. Weighted matrix factorization on the GPU with Theano and scikits.cuda

jquery-mouse-capture-plugin. A simple plugin for jQuery that allows for easy mouse capturing.

awesome-equivariant-network. Paper list for equivariant neural network

hamr2014. HAMR at ISMIR 2014 code

welcome_tutorials. Various tutorials given for welcoming new students at MILA.

Theano. Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

nervana-lib-gpu-performance-preview. Fast GPU kernels for convolutional networks.