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machine-learning

Mentors and Regional Facilitators
Name Region Skills Interests
Bala Desinghu CAREERS
Brian Gregor Northeast, Campus Champions
Ben Lynch Campus Champions
Kevin Brandt Campus Champions, Great Plains
Chris Carothers CAREERS
Christopher Bl… Campus Champions
Daniel Sierra-Sosa Campus Champions
George Young CAREERS
Craig Gross Campus Champions
Jason Smith CAREERS
Jason Wells Campus Champions
Jeffrey Weekley Campus Champions
Lakitha Wijeratne TRECIS
shuai liu ACCESS CSSN
Mami Hayashida Kentucky
Michael Puerrer Campus Champions, Northeast
Maryam Taeb
Neil McGlohon CAREERS
Jeffrey J. Nuc… CAREERS
Mahmoud Parvizi Campus Champions
Paul Rulis Campus Champions
Renos Zabounidis Campus Champions
Grant Scott Great Plains
Shane Sanders Campus Champions
Shaohao Chen Northeast
Simon Delattre
Suhong Li CAREERS, ACCESS CSSN
Swabir Silayi Campus Champions
Vedang Chauhan Northeast
William Lai ACCESS CSSN
Yongwook Song Kentucky
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Affinity Groups

Name Description Tags Join
Jetstream-2 ACCESS Affinity Group logo 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 logo 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
Ahamed Arafaat…
student facilitator
Arvind Sai Che…
student facilitator
Bala Desinghu
mentor
researcher/educator
Chris Carothers
mentor
steering committee
Carlos Paniagua
researcher/educator
Denis Kornev
researcher/educator
cheng fang
student facilitator
George Young
mentor
Girish Ganesan
student facilitator
Hening Cui
student facilitator
Hyungil Kye
student facilitator
Jaini Bhavsar
student facilitator
Jason Smith
mentor
Paritosh Kaushik
student facilitator
Lenore Martin
researcher/educator
Xiaoluo Jiao
student facilitator
Madhukara Keku…
student facilitator
Mohamed Eltayeb
student facilitator
Neil McGlohon
mentor
steering committee
Jeffrey J. Nuc…
mentor
rcf
Parth Shah
student facilitator
Qingdou Han
student facilitator
Parameshwaran …
student facilitator
Richa Gautam
student facilitator
Ritesh Bachhar
student facilitator
Yuan Qu
student facilitator
Shagesh Sridharan
student facilitator
Suhong Li
mentor
researcher/educator
Stanley Nwoji
researcher/educator
Seth Rosen
student facilitator
Sydney Shearer
student facilitator
Ying-Chih Sun
student facilitator
Younes Shafter
student facilitator

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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On-line Deep Learning Workshop August 24!

On-line Deep Learning Workshop August 24!

machine-learning, python     SWEETER Project Portal

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