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General |
MATH 420 , Spring 2023: Notes and Summary
| Lecture | Date | What was covered | Lecture Notes and other info |
| 1 | Jan. 26 | Introduction: Linear Regression (1) | Fit1 |
| 2 | Jan.31 | Linear Regression (2) | Fit2 |
| 3 | Feb. 2 | Linear Regression (3), PCA (1) | Fit3, PCA_ICA |
| 4 | Feb. 7 | PCA (2), ICA | PCA_ICA, assignment 1 due |
| 5 | Feb. 9 | Agent based Simulations of ODEs | Agents based Simulation |
| 6 | Feb.14 | SI models | SI, assignment 2 due |
| 7 | Feb.16 | SIR models | SIR |
| 8 | Feb.21 | Calibration of SIR (1) | Calib SIR (1) |
| 9 | Feb.23 | Calibration of SIR (2) | Calib SIR (2), assignment 3 due |
| 10 | Feb.28 | SEIR Models | SEIR |
| 11 | Mar. 2 | SEIR (2) , Optimizations | Optimizations, assignment 4 due |
| 12 | Mar. 7 | Models in Epidemiology | Review |
| 13 | Mar. 9 | Project One Presentations | |
| 14 | Mar.14 | Project One Presentations | |
| 15 | Mar.16 | Project One Presentations | |
| - | March 20-24 | Spring Break | |
| 16 | Mar.28 | Graphs: Adjacency and Laplacian; Erdos-Reny Random Graphs | Graphs , movie |
| 17 | Mar.30 | Random Graphs | ER and SBM , Phase Transitions in ER Model (supplemental) |
| 18 | Apr. 4 | Geometric Graphs Embeddings | Full data , Partial data |
| 19 | Apr. 6 | Cheegar Constant and Spectral Gap | Spectral Theory |
| 20 | Apr.11 | Alignment Problems | Registration , assignment 5 due |
| 21 | Apr.13 | Community Detection | Graph Partitions |
| 22 | Apr.18 | Visualizations and Rigid Transformations | Motions , assignment 6 due |
| 23 | Apr.20 | Embeddings | Laplacian Eigenmaps |
| 24 | Apr.25 | Embeddings | Isomap , assignment 7 due |
| 25 | Apr.27 | Geometric and Random Graph Theory Recap | Review |
| 26 | May. 2 | Project Two Presentations | |
| 27 | May. 4 | Project Two Presentations | |
| 28 | May. 9 | Project Two Presentations | |
| 29 | May.11 | Project Two Presentations |
