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Resources
Title Category Tags Skill Level
Cornell Virtual Workshop Learning performance-tuning, parallelism, python, r, matlab, slurm, mpi, cuda, file-transfer, globus Beginner, Intermediate, Advanced, Expert
HPC University Learning performance, python, r, matlab, mpi, compiling, debugging, professional-development, cyberinfrastructure Beginner, Intermediate, Advanced, Expert
Python Learning python Beginner
Quick and Robust Data Augmentation with Albumentations Library Tool deep-learning, tools-and-techniques, python Advanced, Expert
XSEDE Roadmap Training Learning scheduler, mpi, globus, r, python, matlab, visualization, xsede Beginner, Intermediate, Advanced, Expert
Projects
Project Title Project Institution Project Owner Tags Status
Deep convolutional neural networks (dCNN) for image segmentation, instance labeling, and tracking. University of Delaware Anita Schwartz bash, bioinformatics, computational-chemistry, debugging, domain-specific, hpc, machine-learning, programming, programming-languages-and-software-support, python, Researcher-facing, scripting, slurm, software-installation, tensorflow, visualization In Progress
Deep learning for biomedical image analysis Southern Connecticut State University Binlin Wu AI, big-data, deep-learning, gpus, machine-learning, matlab, python, tensorflow Finishing Up
An optimized search algorithm for gravitational waves from post-merger remnants University of Rhode Island Gaurav Khanna astrophysics, conda, cuda, gpus, hpc, hpc-getting-started, parallelism, parallelization, python In Progress
Project WiCCED ML University of Delaware Anita Schwartz docker, domain-specific, hadoop, jupyterhub, kubernetes, machine-learning, programming-best-practices, programming-languages-and-software-support, python, r, Researcher-facing, software-installation, spark, tensorflow, tuning Finishing Up
Assembly and Taxonomic Profiling of Metagenomic Sequences using Deep Learning University of Rhode Island Gaurav Khanna AI, bioinformatics, biology, deep-learning, domain-specific, gpus, hardware, machine-learning, neural-network, python In Progress
Establish Computational Analysis Infrastructure for the CCRI 16-inch Telescope. Community College of Rhode Island Gaurav Khanna astrophysics, cyberinfrastructure, data-analysis, documentation, git, hpc, python, remote-servers, research-facilitation, scripting In Progress
High Performance Computing vs Quantum Computing for Neural Networks supporting Artificial Intelligence Pace University Avery Leider AI, big-data, deep-learning, github, hpc, hpc-cluster-architecture, hpc-getting-started, hpc-operations, jupyterhub, machine-learning, natural-language-processing, notebooks, programming-for-hpc, proposal-development, python, quantum-mechanics, research-computing, research-facilitation, research-grants, research-software, Researcher-facing, resources, scikit-learn, singularity, technical-training-for-hpc, tools-and-techniques, vectorization, visualization In Progress
Student Facilitators
Name Skills Interests
Alex Flosdorf
Richa Gautam
Bill Ni
Matthew Smalley
Dylan Le
Richard Le
Hyungil Kye
Jesse Sandberg
Kenneth Acosta
Andrew Cheng
Christopher Nadeau
Girish Ganesan
Shagesh Sridharan
Siddh Agarwal
Mentors and Regional Facilitators
Name Region Skills Interests
John Goodhue CAREERS, Northeast
Adrian Del Maestro Northeast
Brett Milash RMACC
Martin Cuma RMACC
Kaylea Nelson CAREERS
Grant Scott Great Plains
Carrie Brown Great Plains
Timothy Middelkoop Great Plains
Keri Toksu Northeast
Thomas Langford CAREERS
George Young CAREERS
James Deaton Great Plains
Rob Coyne CAREERS
Brian Gregor Northeast
David Oury Northeast
Jacob Pessin Northeast
Juan Vanegas Northeast
Shawn Doughty Northeast
Spencer Pruitt Northeast
Wirawan Purwanto Northeast
Shawn Sivy CAREERS
Lakitha Wijeratne TRECIS
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On-line Deep Learning Workshop August 24!

On-line Deep Learning Workshop August 24!

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