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
Anish Gaikwad	student facilitator	aws big-data data-analysis machine-learning opencv python pytorch scikit-learn more...
Ahamed Arafaat…	student facilitator	ai anaconda aws bash big-data data-analysis data-management data-management-software more...
Arvind Sai Che…	student facilitator	data-analysis machine-learning python r	stata
Bala Desinghu	mentor researcher/educator	ai big-data community-outreach computational-chemistry data-analysis dft image-processing machine-learning more...
Chris Carothers	mentor steering committee	cuda file-systems gpu machine-learning mpi parallelization slurm
Carlos Paniagua	researcher/educator	cleanup data-analysis data-lifecycle data-wrangling file-formats git github image-processing more...
Denis Kornev	researcher/educator	ai anaconda big-data data-analysis deep-learning machine-learning neural-networks python more...	big-data data-analysis pip python r rstudio-server scikit-learn
cheng fang	student facilitator	ai anaconda batch-jobs conda data-analysis distributed-computing file-formats linear-programming more...
George Young	mentor	ai conda machine-learning matlab project-management python	julia machine-learning matlab python r
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
Hening Cui	student facilitator	bioinformatics biology cleanup data-analysis java machine-learning natural-language-processing neural-networks more...
Hyungil Kye	student facilitator	big-data c++ machine-learning monte-carlo python r sql	big-data machine-learning monte-carlo python r
Jaini Bhavsar	student facilitator	anaconda bash conda github jupyterhub machine-learning python scripting more...
Jason Smith	mentor	image-processing machine-learning monte-carlo
Paritosh Kaushik	student facilitator	ai anaconda api aws azure big-data deep-learning distributed-computing more...
Lenore Martin	researcher/educator	administering-hpc amber anaconda backup bash bioinformatics biology charmm more...	administering-hpc ai amber anaconda bioinformatics biology charmm community-outreach more...
Xiaoluo Jiao	student facilitator	bioinformatics biology cleanup data-management data-reproducibility data-wrangling genomics git more...	python sql
Madhukara Keku…	student facilitator	ai anaconda api aws bash big-data c conda more...
Mohamed Eltayeb	student facilitator	ai big-data data-analysis deep-learning machine-learning
Neil McGlohon	mentor steering committee	ai anaconda bash benchmarking big-data conda distributed-computing machine-learning more...	distributed-computing python
Jeffrey J. Nuc…	mentor rcf	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems more...
Parth Shah	student facilitator	anaconda big-data c c++ cybersecurity data-analysis debugging deep-learning more...
Qingdou Han	student facilitator	bash data-analysis data-reproducibility data-wrangling git github github-pages machine-learning more...
Parameshwaran …	student facilitator	abaqus anaconda api batch-jobs comsol data-science deep-learning finite-element-analysis more...	abaqus bash batch-jobs big-data comsol data-science deep-learning environment-modules 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...
Ritesh Bachhar	student facilitator	anaconda astrophysics c fortran git github machine-learning mathematica more...	api astrophysics bash batch-jobs c++ compiling cpu-architecture cuda more...
Yuan Qu	student facilitator	ai bash data-management deep-learning git machine-learning matlab python more...
Shagesh Sridharan	student facilitator	c++ data-analysis linear-programming machine-learning monte-carlo neural-networks programming python more...
Suhong Li	mentor researcher/educator	anaconda big-data cleanup data-analysis data-wrangling github machine-learning natural-language-processing more...
Stanley Nwoji	researcher/educator	anaconda aws azure big-data c c++ community-outreach conda more...	big-data community-outreach conda data-analysis deep-learning genomics image-processing julia more...
Seth Rosen	student facilitator	bash big-data c compiling data-analysis debugging deep-learning encryption more...
Sydney Shearer	student facilitator	anaconda data-analysis data-wrangling java machine-learning professional-development programming project-management more...
Ying-Chih Sun	student facilitator	ai archiving backup big-data data-analysis data-management data-sharing file-formats more...	ai big-data data-analysis data-management data-management-software linear-programming machine-learning mathematica more...
Younes Shafter	student facilitator	anaconda big-data bioinformatics computational-chemistry ddocent deep-learning fastx gatk 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
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

Projects

Project Title	Project Institution	Project Owner	Tags	Status
Bias and Fairness in Machine Learning		Ahmed Rashed	machine-learning, natural-language-processing	Reviewing Applicants
Gravitational-wave Inference with Waveform Uncertainty	University of Rhode Island -- Center for Computational Research	Gaurav Khanna	astrophysics, benchmarking, deep-learning, gravitational-waves, machine-learning	In Progress
Developing deep learning algorithms to analyze Raman spectral data for brain cancer diagnosis	Southern CT State University	Binlin Wu	gpu, image-processing, machine-learning, neural-networks, python	Halted
Deep convolutional neural networks (dCNN) for image segmentation, instance labeling, and tracking.	University of Delaware	Anita Schwartz	bash, bioinformatics, computational-chemistry, debugging, machine-learning, programming, python, scripting, slurm, software-installation, tensorflow	Complete
High Performance Computing vs Quantum Computing for Neural Networks supporting Artificial Intelligence	Pace University	Avery Leider	ai, big-data, deep-learning, github, hpc-cluster-architecture, hpc-operations, jupyterhub, machine-learning, natural-language-processing, proposal-development, python, quantum-mechanics, research-facilitation, research-grants, resources, scikit-learn, singularity, technical-training-for-hpc, vectorization	Complete
Deep learning for biomedical image analysis	Southern Connecticut State University	Binlin Wu	ai, big-data, deep-learning, gpu, machine-learning, matlab, python, tensorflow	Complete
Vector Representation with a Finance Corpus	Rhode Island College	Gaurav Khanna	bash, batch-jobs, deep-learning, distributed-computing, machine-learning, programming, python, research-facilitation, ssh	Complete
Project WiCCED ML	University of Delaware	Anita Schwartz	docker, hadoop, jupyterhub, kubernetes, machine-learning, programming-best-practices, python, r, 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, gpu, hardware, machine-learning, neural-networks, python	Complete
Statistical Analysis of criminal cases in the United States District Court of Puerto Rico	Salve Regina University	Gaurav Khanna	ai, data-analysis, machine-learning, python	Complete
Investigating the Association between Environmental Characteristics and Psychological Well-Being	Kean University	Galen Collier	ai, api, data-analysis, geographic-information-system, image-processing, machine-learning, programming, programming-best-practices, python	Complete

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machine-learning

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