Gavia Gray (@gngdb)
github

gngdb

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Top repositories

1

pytorch-cifar-sgdr

SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)
Python
47
star
2

pytorch-minimize

Use scipy.optimize.minimize as a PyTorch Optimizer.
Python
41
star
3

variational-dropout

Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.
Jupyter Notebook
33
star
4

nvidia-docker-ec2

Scripts for running nvidia-docker on Amazon EC2.
Shell
11
star
5

adaptive-standout

Replication of the paper "Adaptive dropout for training deep neural networks" using Lasagne.
Python
10
star
6

pytorch-acdc

Experiments with ACDC linear layers and development of ACDC convolutional layers.
Python
6
star
7

pytorch-pca

Minimal implementation of PCA in PyTorch, tested against scikit-learn's implementation
Python
6
star
8

relational

Minimal torch/numpy relational function using einops.
Jupyter Notebook
4
star
9

EPDM

Nonspecific github repository for the EPDM course
Python
3
star
10

opencast-bio

A biological data mining project as part of a Masters degree at the University of Edinburgh.
TeX
3
star
11

pytorch-cifar-acdc

Example use of ACDC convolutional layers.
Python
2
star
12

dumb-tf-loadbalance

Dumb load balancing for bad programmers.
Python
1
star
13

vbgmm

Variational Bayesian Gaussian mixture model example in notebook.
Jupyter Notebook
1
star