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singularity-pytorch-gpu

Singularity image for a deep learning (pytorch) environment + GPU support

singularity-tutorial

How to use Singularity!

slurmspawner-hpc

Custom Spawner for Jupyterhub to start slurm jobs when users log in

slurm_power_saving

Example scripts for SLURM's power saving feature. Useful for HPC installations large and small.

smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

software-dev-for-mlops-101

Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.

spack-pack-manager-for-hpc

A flexible package manager that supports multiple versions, configurations, platforms, and compilers.

spectral-designed-graph-convolutions

Codes for "Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks" paper

spektral

Graph Neural Networks with Keras and Tensorflow 2.

subgnn

Subgraph Neural Networks (NeurIPS 2020)

summerschool

CSC Summer School in High Performance Computing

sylabs-examples-1

files and instructions for creating and using example containers from the sylabs.io blog

tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

terraform

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

terraform-openstack-tutorial

A brief tutorial on using terraform on openstack.

terraform-provider-terraform

Terraform terraform provider

thinkpython

Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.

trax

Trax — Deep Learning with Clear Code and Speed

tutorials

Tutorials for the usage of the Uni.lu HPC platform

tutorials-hpc-ecn

Tutorials for HPC Workshop 2023

udacity-data-structure-algorithms

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021

vector_addition_cuda_olcf

A simple CUDA vector addition program

vscode

Visual Studio Code

w2v_server_googlenews

Code for the word2vec HTTP server running at https://rare-technologies.com/word2vec-tutorial/#bonus_app

weatherbench

A benchmark dataset for data-driven weather forecasting

weathergcnet

Spatiotemporal graph convolutional network for wind speed prediction.

wikibrain

Wikipedia graph mining: dynamic structure of collective memory

wsdm21-hands-on-tutorial

Scalable Graph Neural Networks with Deep Graph Library

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite