deep-learning

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...
Michael Blackmon	Campus Champions	administering-hpc anaconda bash batch-jobs c c++ cgroups cluster-support 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 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...
Ibrahim Sheikh	CAREERS	benchmarking community-outreach debugging deep-learning dependencies encryption geographic-information-system git more...	backup benchmarking community-outreach computational-chemistry deep-learning file-formats gamess geographic-information-system more...
Jeffrey Weekley	Campus Champions	administering-hpc archiving biology community-outreach condo containers cybersecurity data-compliance more...
shuai liu	ACCESS CSSN	ai anaconda azure big-data bioinformatics biology containers data-analysis more...
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...
Nect Admin	Great Plains, Northeast, RMACC	astrophysics bioinformatics cgroups data-lifecycle deep-learning file-transfer	science gateway
Jeffrey J. Nuc…	CAREERS	archiving bash big-data cluster-support community-outreach cybersecurity deep-learning file-systems 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
Xiaoqin Huang	ACCESS CSSN	access-acount ACCESS-credits adding-users affinity-group allocations-extension allocations-proposal amber anaconda more...	ACCESS-credits ACCESS-website adding-users affinity-group allocations-extension allocations-proposal amber anaconda 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
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

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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...
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...
Michael Puerrer	rcf	astrophysics bash benchmarking c c++ conda containers cuda more...
Nect Admin	cise	astrophysics bioinformatics cgroups data-lifecycle deep-learning file-transfer	science gateway
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...
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, technical-training-for-hpc, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark	Beginner, Intermediate
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
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
Fairness and Machine Learning	Docs	ai, data-analysis, deep-learning, machine-learning, data-science	Intermediate, Advanced
Feed Forward NNs and Gradient Descent	Website	deep-learning, machine-learning, neural-networks	Intermediate
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
Horovod: Distributed deep learning training framework	Tool	deep-learning, distributed-computing, gpu	Intermediate, Advanced
Introduction to Python for Digital Humanities and Computational Research	Docs	ai, big-data, data-analysis, deep-learning, data-science, python	Beginner
Official Documentation for PyTorch and NumPy	Docs	deep-learning, neural-networks, pytorch, python	Beginner
PyTorch for Deep Learning and Natural Language Processing	Docs	ai, big-data, data-analysis, deep-learning, machine-learning, neural-networks	Beginner
PyTorch Introduction	Website	deep-learning, machine-learning, neural-networks, pytorch, python	Intermediate
Quick and Robust Data Augmentation with Albumentations Library	Tool	deep-learning, python	Advanced
Reinforcement Learning For Beginners with Python	Video	deep-learning, machine-learning, tensorflow, training, programming-best-practices, python	Beginner
Representation Learning in Deep Learning	Docs	deep-learning, image-processing, machine-learning, neural-networks	Intermediate
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
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
Onboarding Interdisciplinary Scientists to a GPU Based Cluster in Vermont	University of Vermont	Northeast Cyberteam	deep-learning	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
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

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