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 ai_usage.md file.