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Brings the spatial-derivatives and diffusive-fields chapters, and adds the Week 5 computer lab.
Lecture note pages
1_gradient_divergence_curl/curl.md3_diffusion_fields/heat_equation_1d.mdWeek 5 computer lab
3_diffusion_fields/labs/week05_diffusion.md, with helpers infwtools.py. Eight tasks covering all five Python exercises of the chapter, sized for the 105-minute session. Students write plain NumPy; the helper module only draws and checks. The page carriesmystnb: execution_mode: 'off', so it is not executed at build time.