machine-learning

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Bala Desinghu	CAREERS	ai big-data community-outreach computational-chemistry data-analysis dft image-processing machine-learning more...
Brian Gregor	Northeast, Campus Champions	big-data debugging gpu hardware job-sizing machine-learning matlab mpi more...
Ben Lynch	Campus Champions	ceph computational-chemistry gpu machine-learning neural-networks s3
Kevin Brandt	Campus Champions, Great Plains	ai batch-jobs cloud-storage cluster-support cybersecurity data-management data-wrangling deep-learning more...
Chris Carothers	CAREERS	cuda file-systems gpu machine-learning mpi parallelization slurm
Christopher Bl…	Campus Champions	anaconda aws azure bash benchmarking c c++ cloud-commercial more...
Daniel Sierra-Sosa	Campus Champions	ai data-analysis deep-learning image-processing machine-learning neural-networks quantum-computing quantum-mechanics	ai data-analysis deep-learning image-processing neural-networks quantum-computing quantum-mechanics
George Young	CAREERS	ai conda machine-learning matlab project-management python	julia machine-learning matlab python r
Craig Gross	Campus Champions	bash c c++ conda data-analysis data-science git github more...
Jason Smith	CAREERS	image-processing machine-learning monte-carlo
Jason Wells	Campus Champions	administering-hpc api bash batch-jobs biology cluster-management cluster-support computational-fluid-dynamics more...
Jeffrey Weekley	Campus Champions	administering-hpc archiving biology community-outreach condo containers cybersecurity data-compliance more...
Lakitha Wijeratne	TRECIS	image-processing machine-learning matlab python slurm	c++ image-processing machine-learning matlab neural-networks python slurm
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis more...
Mami Hayashida	Kentucky	ceph image-processing machine-learning neural-networks
Michael Puerrer	Campus Champions, Northeast	astrophysics bash benchmarking c c++ conda containers cuda more...
Maryam Taeb		abstract ai anaconda bash big-data community-outreach conda cybersecurity more...	abstract ai anaconda api bash big-data c citation more...
Neil McGlohon	CAREERS	ai anaconda bash benchmarking big-data conda distributed-computing machine-learning more...	distributed-computing python
Jeffrey J. Nuc…	CAREERS	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Mahmoud Parvizi	Campus Champions	astrophysics big-data cloud-computing data-analysis data-science machine-learning particle-physics python more...	deep-learning management neural-networks professional-development training
Paul Rulis	Campus Champions	abstract affiliations ai bash batch-jobs c c++ checkpoint more...	abstract affiliations ai amber atlas bash batch-jobs benchmarking more...
Renos Zabounidis	Campus Champions	deep-learning machine-learning monte-carlo neural-networks vectorization
Grant Scott	Great Plains	ai aws bash big-data c++ compiling containers cuda more...	management
Shane Sanders	Campus Champions	bioinformatics c c++ containers machine-learning programming python research-grants more...	archiving big-data data-analysis data-compliance data-lifecycle data-management data-reproducibility data-retention more...
Shaohao Chen	Northeast	ai bash batch-jobs compiling containers cuda debugging deep-learning more...
Simon Delattre		anaconda bash big-data conda data-transfer data-wrangling deep-learning machine-learning more...	bioinformatics
Suhong Li	CAREERS, ACCESS CSSN	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Swabir Silayi	Campus Champions	amber anaconda bash batch-jobs benchmarking c c++ checkpoint more...	administering-hpc cluster-management
Vedang Chauhan	Northeast	community-outreach data-management image-processing machine-learning management professional-development project-management research-facilitation more...	anaconda big-data cleanup community-outreach data-analysis data-management data-transfer deep-learning more...
William Lai	ACCESS CSSN	administering-hpc ai anaconda archiving backup bash bioinformatics biology more...	administering-hpc ai archiving bash benchmarking big-data bioinformatics biology more...
Yongwook Song	Kentucky	azure big-data deep-learning machine-learning tensorflow

Topics from Ask.CI

Affinity Groups

	Name	Description	Tags	Join
	Jetstream-2	Jetstream2 is a transformative update to the NSF’s science and engineering cloud infrastructure and provides 8 petaFLOPS of supercomputing power to simplify data analysis, boost discovery, and…	cloud-open-source, cloud-storage, openstack, ai, machine-learning, tensorflow, science gateway, gpu, nvidia, cuda, jupyterhub, matlab, vnc, containers, singularity
	AI Institutes Cyberinfrastructure	Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research.	ai, machine-learning, gpu, python

Users

Name	Roles	Skills	Interests
Brian Gregor	mentor rcf	big-data debugging gpu hardware job-sizing machine-learning matlab mpi more...
George Avirappattu	researcher/educator	c++ deep-learning geographic-information-system image-processing java machine-learning python pytorch more...
Jack Boynton	student facilitator researcher/educator	ai anaconda api aws bash batch-jobs benchmarking c++ more...
Justin McKennon	researcher/educator	astrophysics machine-learning particle-physics quantum-mechanics
Jonathan Blanchard	student facilitator mentee	benchmarking file-systems github github-pages gpu hardware image-processing machine-learning more...	benchmarking file-systems github github-pages gpu hardware image-processing machine-learning more...
Michael Puerrer	rcf	astrophysics bash benchmarking c c++ conda containers cuda more...
safwan wshah	researcher/educator	ai big-data deep-learning image-processing machine-learning programming software-installation
Shaohao Chen	mentor	ai bash batch-jobs compiling containers cuda debugging deep-learning more...
Vedang Chauhan	mentor researcher/educator	community-outreach data-management image-processing machine-learning management professional-development project-management research-facilitation more...	anaconda big-data cleanup community-outreach data-analysis data-management data-transfer deep-learning more...
Yating Fang	student facilitator	bash c c++ data-analysis deep-learning linear-programming machine-learning matlab more...	anaconda bash big-data c c++ conda cuda data-analysis more...

CI Links

Title	Category	Tags	Skill Level
ACCESS HPC Workshop Series	Learning	big-data, deep-learning, machine-learning, neural-networks, tensorflow, gpu, PROFESSIONAL and WORKFORCE DEVELOPMENT, technical-training-for-hpc, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark	Beginner, Intermediate
Active inference textbook	Learning	ai, machine-learning, neural-networks	Beginner, Intermediate, Advanced
Applications of Machine Learning in Engineering and Parameter Tuning Tutorial	Learning	data-analysis, machine-learning, python	Beginner, Intermediate
Automated Machine Learning Book	Learning	ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r	Intermediate, Advanced, Expert
Fairness and Machine Learning	Documentation	ai, data-analysis, deep-learning, machine-learning, data-science	Intermediate, Advanced, Expert
Framework to help in scaling Machine Learning/Deep Learning/AI/NLP Models to Web Application level	Learning	ai, deep-learning, machine-learning, neural-networks	Intermediate
Harnessing the Power of Cloud and Machine Learning for Climate and Ocean Advances	Learning	CLOUD, machine-learning	Intermediate
Machine Learning in R online book	Learning	data-analysis, machine-learning, r	Beginner, Intermediate, Advanced, Expert
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing	Documentation	ai, machine-learning	Advanced, Expert
Python Tools for Data Science	Video Link	ai, big-data, data-analysis, machine-learning, data-wrangling, data-science, technical-training-for-hpc, training, workforce-development, python, scikit-learn, sql	Intermediate
PyTorch for Deep Learning and Natural Language Processing	Documentation	ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks	Beginner
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks	Website	ANALYSES and ALGORITHMS, ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, FIELD of SCIENCE, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, GATEWAYS and PORTALS, science gateway, conda, jupyterhub, python	Beginner, Intermediate, Advanced, Expert
Reinforcement Learning For Beginners with Python	Video Link	deep-learning, machine-learning, tensorflow, training, programming-best-practices, python	Beginner
What is fairness in ML?	Documentation	ai, visualization, data-analysis, deep-learning, machine-learning	Intermediate

Projects

Project Title	Project Institution	Project Owner	Tags	Status
Unsupervised learning of topologically ordered phases of matter	Middlebury College	Northeast Cyberteam	gpu, machine-learning, quantum-mechanics	Complete
Using Long Short Term Memory to Obtain Particle Attributes during the Encapsulation Process of High Temperature Phase Change Materials	Western New England University	Jingru Benner	deep-learning, machine-learning, matlab, openfoam	Complete
Machine learning for material property prediction	University of Maine Orono	Northeast Cyberteam	big-data, data-wrangling, computational-chemistry, molecular-dynamics, machine-learning, python, gpu	Complete
Learning dynamical systems with GPU-enabled scientific machine learning		Alfa Heryudono	gravitational-waves, machine-learning	Complete
Using Genetic Algorithms and Support Vector Machines in Forest Mapping	University of Maine	Kasey Legaard	big-data, compiling, data-management, machine-learning, matlab, neural-networks, openstack, parallelization, programming, workflow	Complete
Deep Learning High-Resolution Land Cover Mapping for Vermont	University of Vermont	Jarlath O'Neil-Dunne	arcgis, big-data, distributed-computing, geographic-information-system, image-processing, machine-learning, python	Complete
Utility poles Geo-Localization and Risk Estimation using Deep Learning	University of Vermont	safwan wshah	ai, arcgis, big-data, conda, cuda, deep-learning, geographic-information-system, gpu, machine-learning, pip, python, tensorflow, unix-environment	Complete
Bearing Condition Monitoring using Machine Learning	Western New England University	Vedang Chauhan	ai, data-analysis, data-transfer, machine-learning, neural-networks, programming	Complete

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machine-learning

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