Margaret Duff

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> Thank you, I can take a look. Could you: Clarify what is plotted on the y-axis, maybe better show y as log, or loglog, and I don't see the...

> I wasn't aware there so many variants and stabilization methods for BB. We also used BB some years back for a smoothed TV regularization problem and compared with Nesterov...

Thanks for reviewing @lauramurgatroyd - looks better ![image](https://github.com/user-attachments/assets/64a8caf1-475d-4763-8a48-24ace91dc843)

![image](https://github.com/user-attachments/assets/3ed98c28-2af9-4b14-be45-e86003e192a1) Jenkins is happy

@paskino - can you check this is what you and Matthias meant on Friday?

https://en.wikipedia.org/wiki/Barzilai-Borwein_method Main reference is the first one: Barzilai, Jonathan; Borwein, Jonathan M. (1988). "Two-Point Step Size Gradient Methods". IMA Journal of Numerical Analysis. 8: 141–148 https://doi.org/10.1093%2Fimanum%2F8.1.141

@paskino - would appreciate your help on this one, it is a bit mind-boggling

Also used by @bosschmidt in the user meeting. We were comparing his results using scipy optimise and with code implemented in CIL. BFGS in scipy converged quickly even with his...

![image](https://github.com/TomographicImaging/CIL/assets/43645617/fca681e9-03c5-485d-9224-27440e830dbc)

Looks good. I might suggest that your added part goes in a new section called e.g. "Documentation folder locations", that goes beneath "Building documentation locally".