ai

Mentors and Regional Facilitators

Name	Region	Skills	Interests
Alana Romanella	Campus Champions	affinity-group ai big-data community-outreach data-analysis data-science deep-learning documentation more...
Bala Desinghu	CAREERS	ai big-data community-outreach computational-chemistry data-analysis dft image-processing machine-learning more...
Kevin Brandt	Campus Champions, Great Plains	ai batch-jobs cloud-storage cluster-support cybersecurity data-management data-wrangling deep-learning more...
Balamurugan Desinghu	ACCESS CSSN, Campus Champions, CAREERS, Northeast	ai anaconda api bash batch-jobs benchmarking big-data bioinformatics more...	affinity-group ai allocations-proposal amber anaconda archiving backup bash more...
Daniel Howard	RMACC, Campus Champions, ACCESS CSSN	ai bash c c++ computational-fluid-dynamics conda cuda data-provenance 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
Fernando Garzon	ACCESS CSSN	abstract ai aws bash batch-jobs big-data citation containers more...	ai aws azure bash batch-jobs big-data c c++ more...
George Young	CAREERS	ai conda machine-learning matlab project-management python	julia machine-learning matlab python r
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis 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
Paul Rulis	Campus Champions	abstract affiliations ai bash batch-jobs c c++ checkpoint more...	abstract affiliations ai amber atlas bash batch-jobs benchmarking more...
Grant Scott	Great Plains	ai aws bash big-data c++ compiling containers cuda more...	management
Shaohao Chen	Northeast	ai bash batch-jobs compiling containers cuda debugging 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...

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…	jetstream cloud-open-source cloud-storage openstack ai machine-learning tensorflow science gateway gpu nvidia cuda jupyterhub matlab vnc containers singularity	Login to join
	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	Login to join

Users

Name	Roles	Skills	Interests
Balamurugan Desinghu	mentor rcf	ai anaconda api bash batch-jobs benchmarking big-data bioinformatics more...	affinity-group ai allocations-proposal amber anaconda archiving backup bash more...
Jack Boynton	student facilitator researcher/educator	ai anaconda api aws bash batch-jobs benchmarking c++ 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...

CI Links

Title	Category	Tags	Skill Level
A visual introduction to Gaussian Belief Propagation	Website	ai, machine-learning	Beginner, Intermediate
Active inference textbook	Learning	ai, machine-learning, neural-networks	Beginner, Intermediate, Advanced
Automated Machine Learning Book	Learning	ai, data-analysis, deep-learning, machine-learning, neural-networks, python, r	Intermediate, Advanced
Awesome Jupyter Widgets (for building interactive scientific workflows or science gateway tools)	Learning	ai, computer-graphics, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, github, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science gateway, c++, jupyterhub, python	Beginner, Intermediate, Advanced
Beautiful Soup - Simple Python Web Scraping	Tool	documentation, ai, big-data, data-sharing, data-transfer, data-wrangling	Beginner, Intermediate
DeapSECURE – Data-Enabled Advanced Computational Training Platform for Cybersecurity Research and Education	Learning	ai, visualization, big-data, data-analysis, deep-learning, machine-learning, neural-networks, jekyll, batch-jobs, slurm, bash, ssh, technical-training-for-hpc, training, workforce-development, python, scikit-learn, cybersecurity	Beginner
Factor Graphs and the Sum-Product Algorithm	Docs	access-acount, ai, machine-learning	Intermediate
Fairness and Machine Learning	Docs	ai, data-analysis, deep-learning, machine-learning, data-science	Intermediate, Advanced
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
Handwritten Digits Tutorial in PyTorch	Website	ai, visualization, deep-learning, image-processing, machine-learning, neural-networks, pytorch, python	Intermediate
Introduction to Probabilistic Graphical Models	Learning	ai, machine-learning	Beginner, Intermediate
Introduction to Python for Digital Humanities and Computational Research	Docs	ai, big-data, data-analysis, deep-learning, data-science, python	Beginner
Introductory Tutorial to Numpy and Pandas for Data Analysis	Docs	ai, big-data, data-analysis, vectorization	Beginner
Machine Learning with sci-kit learn	Learning	ai, big-data, machine-learning	Beginner
Pandas - Python	Docs	documentation, ai, big-data, data-analysis	Beginner, Intermediate
Probabilistic Semantic Data Association for Collaborative Human-Robot Sensing	Docs	ai, machine-learning	Advanced
Python Tools for Data Science	Video	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	Docs	ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks	Beginner
Recommended Libraries for Cyberinfrastructure Users Developing Jupyter Notebooks	Website	ai, big-data, data-analysis, machine-learning, data-sharing, data-lifecycle, data-management, data-management-software, data-reproducibility, data-wrangling, github-pages, workflow, astrophysics, data-science, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, science gateway, conda, jupyterhub, python	Beginner, Intermediate, Advanced
Research Software Development in JupyterLab: A Platform for Collaboration Between Scientists and RSEs	Learning	ai, visualization, big-data, data-analysis, deep-learning, machine-learning, astrophysics, data-science, novel-accelerators, computational-chemistry, genomics, materials-science, gravitational-waves, oceanography, particle-physics, physiology, psychology, quantum-computing, quantum-mechanics, biology, ondemand, science gateway, c++, jupyterhub, python, r	Beginner, Intermediate
Resource to active inference	Website	ai	Beginner, Intermediate, Advanced
Scikit-Learn: Easy Machine Learning and Modeling	Tool	documentation, ai, plotting, visualization, big-data, data-analysis, deep-learning, image-processing, machine-learning, monte-carlo, neural-networks, vectorization	Beginner, Intermediate
Time-Series LSTMs Python Walkthrough	Website	ai, deep-learning, machine-learning, neural-networks, pytorch, python	Advanced
What are LSTMs?	Learning	ai, deep-learning, machine-learning, neural-networks	Intermediate, Advanced
What is fairness in ML?	Docs	ai, visualization, data-analysis, deep-learning, machine-learning	Intermediate

Projects

Project Title	Project Institution	Project Owner	Tags	Status
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
UVM Art + AI Research Group Phase 2 (2021)	University of Vermont	Jennifer Karson	ai, cuda, python	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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