March 8, 2023: How to use pretrained models - Priyam Mazumdar
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
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
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.