machine-learning

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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, python, researcher-facing, scripting, slurm, software-installation, tensorflow, visualization	Complete
Deep learning for biomedical image analysis	Southern Connecticut State University	Binlin Wu	ai, big-data, deep-learning, gpus, machine-learning, matlab, python, tensorflow	Complete
Project WiCCED ML	University of Delaware	Anita Schwartz	docker, domain-specific, hadoop, jupyterhub, kubernetes, machine-learning, programming-best-practices, programming-languages, python, r, researcher-facing, software-installation, spark, tensorflow, tuning	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
Statistical Analysis of criminal cases in the United States District Court of Puerto Rico	Salve Regina University	Gaurav Khanna	ai, cyberinfrastructure, data-analysis, machine-learning, python	In Progress
Investigating the Association between Environmental Characteristics and Psychological Well-Being	Kean University	Galen Collier	ai, api, cloud, data-analysis, geographic-information-system, image-processing, machine-learning, programming, programming-best-practices, python	Recruiting

Users

Name	Roles	Skills	Interests
Chris Carothers	mentor steering committee	cpus cuda file-systems gpus hardware-architecture hpc-getting-started machine-learning mpi more...
Jeffrey Nucciarone	mentor steering committee rcf	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Richa Gautam	student facilitator	aws big-data compiling conda data-wrangling debugging machine-learning matlab more...	ai big-data data-management data-wrangling deep-learning linear-programming machine-learning matlab more...
George Young	mentor	ai conda desktop machine-learning matlab project-management python	julia machine-learning matlab python r
Hyungil Kye	student facilitator	big-data c++ machine-learning monte-carlo python r sql	big-data machine-learning monte-carlo python r
Jason Smith	mentor	image-processing machine-learning monte-carlo
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...
Shagesh Sridharan	student facilitator	c++ data-analysis linear-programming machine-learning monte-carlo neural-networks notebooks programming more...
Carlos Paniagua	researcher/educator	cleanup data-analysis data-lifecycle data-wrangling file-formats git github image-processing more...
Younes Shafter	student facilitator	anaconda big-data bioinformatics computational-chemistry ddocent deep-learning fastx gatk more...	hpc
Suhong Li	researcher/educator	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Sydney Shearer	student facilitator	anaconda data-analysis data-wrangling java machine-learning notebooks professional-development programming more...

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Chris Carothers	CAREERS	cpus cuda file-systems gpus hardware-architecture hpc-getting-started machine-learning mpi more...
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...
George Young	CAREERS	ai conda desktop machine-learning matlab project-management python	julia machine-learning matlab python r
Yongwook Song	Kentucky	azure big-data data-facing deep-learning machine-learning researcher-facing tensorflow video-processing more...
Brian Gregor	Northeast	big-data cpus debugging gpus hardware hardware-architecture job-sizing machine-learning more...
Shaohao Chen	Northeast	ai bash batch-jobs compiling containers cuda debugging deep-learning more...
Jason Smith	CAREERS	image-processing machine-learning monte-carlo
Lakitha Wijeratne	TRECIS	hpc image-processing machine-learning matlab python slurm	c++ image-processing machine-learning matlab neural-networks programming-languages python slurm more...
Mami Hayashida	Kentucky	ceph image-processing machine-learning neural-networks visualization
Ben Lynch	Campus Champions	ceph computational-chemistry cpus gpus hpc machine-learning neural-networks s3
Jason Wells		administering-hpc api bash batch-jobs biology cloud cluster cluster-management more...

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