christopher-beckham

gan-heightmaps

Procedural terrain generation for video games has been traditionally been done with smartly designed but handcrafted algorithms that generate heightmaps. We propose a first step toward the learning and synthesis of these using recent advances in deep generative modelling with openly available satellite imagery from NASA.

cnn-energy-model

A Theano implementation of a CNN DSEBM (deep structured energy-based model) described in https://arxiv.org/pdf/1605.07717v2.pdf

deep-unimodal-ordinal

inf6953h

My teaching materials for inf6953h

msc

Repository of most of the stuff I did in my MSc (some resulting in some form of publication, and some dead ends). The rest of the work is scattered in various other repos on my Github.

cyclegan-lasagne

A Lasagne implementation of CycleGAN.

pix2pix-lasagne

An implementation of pix2pix (conditional GANs for image-to-image translation) in Lasagne: https://arxiv.org/abs/1611.07004

acgan-lasagne

acgan

ALI-lasagne

Adversarially learned inference in Lasagne

CLR

comp767

All my presentations/reports + final project for the COMP767 reinforcement learning class at McGill.

crfrnn_layer

A Lasagne layer (and supporting Theano Ops) for the CRF-as-RNN layer.

ecuador-moths

Images of Ecuador Moths for Fine-grained Recognition

genegan-lasagne

An implementation of GeneGAN in Lasagne

Lasagne

Lightweight library to build and train neural networks in Theano

lasagne-cam

lasagne-vae

Variational-autoencoder notebooks and code in Lasagne

lasagne_stuff

Random stuff that could be useful for Lasagne

learning-tensorflow

Learning TensorFlow with Eugene

log6308-project

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pixelcnn-pytorch

pytorch-grad-cam

PyTorch implementation of Grad-CAM

quadratic-weighted-kappa

Implementation of quadratic weighted kappa in Lasagne

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tsne-d3-python

Visualize high dimensional data with t-sne using D3 and Python

vess2ret

A Keras implementation of pix2pix code adapted to generate retinal images from vessel networks.

weightnorm

Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"

wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"