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
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.