Project Briefs#
In this chapter we introduce the projects that you can choose from.
🔍 Common Deliverables (per project)#
Item |
Weight |
Notes |
|---|---|---|
Notebook / script (clean, commented) |
60 % |
Must reproduce all figures in ≤ 5 min runtime. |
Short report (≈ 2-3 pages) |
30 % |
Clear derivations, key results, discussion. |
Code quality & tests |
10 % |
Unit tests or assertions for critical funcs. |
Total = 40 % of course grade (scaled). Teams ≤ 2 allowed; annotate individual contributions.
✏️ Practical Guidance#
Aspect |
Recommendation |
|---|---|
Time budgeting |
• Derivation of method ≈ 5 h • Coding ≈ 10 h • Report ≈ 5 h |
Allowed libraries |
NumPy & Matplotlib (all). PyTorch only for Normalizing Flows. |
AI assistance |
Permitted at home; cite prompts / model in a |