GitHub repository: zackmcnulty/AMATH_563-Inferring_Structure_of_Complex_Systems
Primary language: Jupyter Notebook
Description: Introduces fundamental concepts of network science and graph theory for complex dynamical systems. Merges concepts from model selection, information theory, statistical inference, neural networks, deep learning, and machine learning for building reduced order models of dynamical systems using sparse sampling of high-dimensional data.