gngdb/nvidia-docker-ec2

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Shell
License
MIT License
Created over 8 years ago
Updated over 3 years ago

gngdb/nvidia-docker-ec2

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Scripts for running nvidia-docker on Amazon EC2.

pytorch-cifar-sgdr

SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)

pytorch-minimize

Use scipy.optimize.minimize as a PyTorch Optimizer.

variational-dropout

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

Jupyter Notebook

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.

pytorch-pca

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

relational

Minimal torch/numpy relational function using einops.

Jupyter Notebook

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.

Jupyter Notebook