| 1 |
Oct 7th |
Graphs definitions & terminology, tasks & settings, brief history |
/ (lack of material) |
|
| 2 |
Oct 14th |
Node ranking by position, community detection, link prediction |
NetworkX, ranking actors, clustering graphs, predicting dependencies |
|
| 3 |
Oct 21st |
Kernel functions, embeddings by random walks, matrix factorization |
Graph similarity, classifying packages, predicting dormitories |
|
| 4 |
Oct 28th |
Deep learning, graph neural networks, standard architectures |
PyTorch (Geometric), graph neural networks, custom datasets |
Homework #1 out |
| 5 |
Nov 4th |
? |
? |
|
| 6 |
Nov 11th |
? |
? |
|
| 7 |
Nov 18th |
? |
Course projects, etc. |
Homework #1 due |
| 8 |
Nov 25th |
/ (student presentations) |
? |
Project proposals |
| 9 |
Dec 2nd |
? |
? |
Homework #2 out |
| 10 |
Dec 9th |
? |
? |
|
| 11 |
Dec 16th |
? |
? |
|
| 12 |
Dec 23rd |
? |
? |
Homework #2 due |
| 13 |
Dec 30th |
/ (holidays) |
/ (holidays) |
|
| 14 |
Jan 6th |
? |
? |
|
| 15 |
Jan 13th |
/ (student presentations) |
? |
Project presentations |