March 8, 2023: How to use pretrained models - Priyam Mazumdar Training Overview: There are several popular AI model repositories that provide access to pre-trained models via easy-to-use APIs. Hugging Face is one of the latest such repositories that hosts a number of very recent models, such as Facebook’s OPT and OpenAI’s GPT models, as well as many datasets.
3/22/2023: DRYML an open source meta-library for machine learning and more - Matthew Krafczyk Training Overview: DRYML aims to empower the ML practitioner to spend less time writing boilerplate code & more time implementing new techniques. DRYML provides a model serialization framework along with serialization implementation for many common ML frameworks & model types
Join us from noon–1 p.m. CST at 1205 W. Clark St. Urbana, IL, in NCSA 1104 to hear from undergraduate students about their research efforts through the Students Pushing INnovation (SPIN) program at the National Center for Supercomputing Applications.
3/29/2023: XAI Tutorial: Explainability of Deep Neural Networks Training Overview: DNNs are often treated as black boxes. This talk will focus on some of the modern methods of explainability for DNNs and discuss their implementation, usage, and limitations.