machine-learning
Organizations
Affinity Groups
| Logo | 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… | Login to join | |
|
AI Institutes Cyberinfrastructure | Gathering place for AI researchers to find curated information about using ACCESS resources for AI applications and research. | Login to join | |
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Anvil | Purdue University is the home of Anvil, a powerful new supercomputer that provides advanced computing capabilities to support a wide range of computational and data-intensive research spanning from… | Login to join |
Announcements
Upcoming Events & Trainings
| Title | Date |
|---|---|
| Cyberinfrastructure-Enabled Machine Learning Summer Institute | 6/25/24 |
| HPC and Data Science Summer Institute | 8/05/24 |
Topics from Ask.CI
Resources
| Title | Category | Tags | Skill Level |
|---|---|---|---|
| A visual introduction to Gaussian Belief Propagation | Website | ai, machine-learning | Beginner, Intermediate |
| ACCESS HPC Workshop Series | Learning | deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark | Beginner, Intermediate |
| Active inference textbook | Learning | ai, machine-learning, neural-networks | Beginner, Intermediate, Advanced |
Engagements
AI for Business
The research focus is to apply the pre-training techniques of Large Language Models to the encoding process of the Code Search Project, to improve the existing model and develop a new code searching model. The assistant shall explore a transformer or equivalent model (such as GPT-3.5) with fine-tuning, which can help achieve state-of-the-art performance for NLP tasks. The research also aims to test and evaluate various state-of-the-art models to find the most promising ones.
People with Expertise
William Lai
Cornell University
Programs
ACCESS CSSN
Roles
mentor, researcher/educator, research computing facilitator, research software engineer, ci systems engineer, Consultant
Expertise
Expertise
Expertise
People with Interest
Christina Koch
University of Wisconsin-Madison
Programs
ACCESS CSSN
Roles
research computing facilitator, cssn, Affinity Group Leader
Interests
Interests
Arun Sharma
California State University-Monterey Bay
Programs
Campus Champions
Roles
mentor, research computing facilitator