Generating music in the waveform domain

This is a write-up of a presentation on generating music in the waveform domain, which was part of a tutorial that I co-presented at ISMIR 2019 earlier this month. Continue reading

New Lasagne feature: arbitrary expressions as layer parameters

Lasagne now supports arbitrary Theano expressions as layer parameters, creating more flexibility and allowing easier code reuse. Continue reading

Paper about my Galaxy Challenge solution

I've written a paper about my solution for the Galaxy Challenge. It has been accepted for publication in MNRAS. Continue reading

Classifying plankton with deep neural networks

The Reslab team's solution for the National Data Science Bowl on Kaggle. Continue reading

The fastest convolutions in Theano with meta-optimization Continue reading