deyili1997 / getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Hi there! 🤑

My name is Deyi Li and I am currently a PhD student at the University of Florida.

Education:

👨🏻‍💻2023 - 2027 Doctor of Philosophy student in Biomedical Informatics, University of Florida College of Medicine
👨🏻‍💻2021 - 2023 Master of Science in Automated Science, Carnegie Mellon Universtiy School of Computer Science
👨🏻‍⚕️2015 - 2020 Doctor of Pharmacy, Shenyang Pharmaceutical Univeristy

My current research focuses on predictive models for Acute Kidney Injury (AKI). Relevant methodologies I studied including federated learning, transfer learning and causal inference.