Repository for homework submissions for AMATH 563: Inferring Structure of Complex Systems

Course Webpage: https://faculty.washington.edu/kutz/am563/am563.html

Homework 1: Applying linear regression to the MNIST handwritten digits

Homework 2: Modelling using Dynamic Mode Decomposition, Time-Delay Embedding, Sparse Regression

Homework 3: Principal Component Analysis, Eigenfaces, Clustering and Classification using Supervised and Unsupervised Learning Algorithms

Homework 4: Neural Networks for Dynamical Systems