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Portfolio

Side quests and other experiments

Deep Image Prior

Deep Image Prior

April 2021

A Keras/TensorFlow 2 implementation of Deep Image Prior and Deep Decoder for image restoration.

python keras
The Pólya Urn

The Pólya Urn

September 2019

An interactive study of the Pólya Urn model, written with Idyll markup language.

idyll maths
VQ-VAE

VQ-VAE

August 2019

A Keras/TensorFlow implementation of VQ-VAE with a PixelCNN prior, tested on MNIST.

python keras
Wonderwheel

Wonderwheel

December 2017

A data visualization project for representing image color distributions as animated hue histograms.

html5 css3
Variational Auto-encoders

Variational Auto-encoders

October 2017

A TensorFlow implementation of Variational Auto-encoders with experiments on the CelebA dataset.

python tensorflow