Gavia Gray

pytorch-minimize. Use scipy.optimize.minimize as a PyTorch Optimizer.

pytorch-cifar-sgdr. SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)

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

pytorch-pca. Minimal implementation of PCA in PyTorch, tested against scikit-learn's implementation

nvidia-docker-ec2. Scripts for running nvidia-docker on Amazon EC2.

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.

smplx. SMPL-X

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

relational. Minimal torch/numpy relational function using einops.

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

EPDM. Nonspecific github repository for the EPDM course

pytorch-cifar-acdc. Example use of ACDC convolutional layers.

human_body_prior. VPoser: Variational Human Pose Prior

vbgmm. Variational Bayesian Gaussian mixture model example in notebook.

dumb-tf-loadbalance. Dumb load balancing for bad programmers.