gngdb

variational-dropout

Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.

adaptive-standout

Replication of the paper "Adaptive dropout for training deep neural networks" using Lasagne.

pytorch-acdc

Experiments with ACDC linear layers and development of ACDC convolutional layers.

relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

EPDM

Nonspecific github repository for the EPDM course

opencast-bio

A biological data mining project as part of a Masters degree at the University of Edinburgh.

pytorch-cifar-acdc

Example use of ACDC convolutional layers.

dumb-tf-loadbalance

Dumb load balancing for bad programmers.

vbgmm

Variational Bayesian Gaussian mixture model example in notebook.

caffe-jacinto

Caffe supporting sparsity, quantization, and SSD for object detection

cifar10-fast

dockerfiles

Miscellaneous Dockerfiles.

dog-food

They say a good developer eats his own dog food. Here is mine.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

GPy-notebook

Dockerized notebook server and stack for the Gaussian Process summer school.

holo-nets

Wrapper around Holoviews for training neural networks interactively and monitoring channels.

i3

Small modification to I3

jhub_remote_user_authenticator

REMOTE_USER authenticator for Jupyterhub.

pandoc-templates

Templates for pandoc

PerceptualImageError

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).

pythondoro

Dumb Python CLI pomodoro.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar

attempt to put nasnet and pnasnet in an easy to train format for cifar-10

Recipes

Lasagne recipes: examples, IPython notebooks, ...

ShuffleNet

ShuffleNet in PyTorch. Based on https://arxiv.org/abs/1707.01083

sigma-delta-papers

Attempting to create mock past papers for a course that has no past papers - creating questions from tutorial questions and lecture notes.

slacklatex

A slack bot for rendering LaTeX formulas

tntorch

Tensor Network Learning with PyTorch

torch-dct

DCT (discrete cosine transform) functions for pytorch

Tutorial_BayesianCompressionForDL

A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).