deep-learning

Resources

Title	Category	Tags	Skill Level
Quick and Robust Data Augmentation with Albumentations Library	Tool	deep-learning, tools-and-techniques, python	Advanced, Expert

Projects

Project Title	Project Institution	Project Owner	Tags	Status
Deep learning for biomedical image analysis	Southern Connecticut State University	Binlin Wu	ai, big-data, deep-learning, gpus, machine-learning, matlab, python, tensorflow	Complete
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-networks, python	Complete
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

Users

Name	Roles	Skills	Interests
Jeffrey Nucciarone	mentor steering committee rcf	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Girish Ganesan	student facilitator	ai c++ deep-learning machine-learning natural-language-processing neural-networks python pytorch	big-data deep-learning distributed-computing machine-learning natural-language-processing neural-networks quantum-mechanics supercomputing more...
Younes Shafter	student facilitator	anaconda big-data bioinformatics computational-chemistry ddocent deep-learning fastx gatk more...	hpc
Andrew Cheng	student facilitator	deep-learning image-processing programming python r slurm tensorflow

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Grant Scott	Great Plains	ai aws bash big-data c++ cloud compiling containers more...	cloud data-facing management/professional-development researcher-facing
Jeffrey Nucciarone	CAREERS	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Kevin Brandt	Campus Champions, Great Plains	ai batch-jobs cloud-storage cluster-support cyberinfrastructure cybersecurity data-facing data-management more...
Yongwook Song	Kentucky	azure big-data data-facing deep-learning machine-learning researcher-facing tensorflow video-processing more...
Shaohao Chen	Northeast	ai bash batch-jobs compiling containers cuda debugging deep-learning more...

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