Add a demo for the truncated distributions

[amal-ghamdi]

DoD

• Demo 1 of using gradient-based samplers to draw samples the following bounded priors
  • beta
  • gamma
  • uniform
  • truncated normal
• Demo 2 of using gradient-based samplers to solve the simplest BIP problem with
  • beta
  • gamma
  • uniform
  • truncated normal
• PR reviewed and merged to main

[chaozg]

Hi @jakobsj, could you review the DoD here?

[jakobsj]

I'd like more details on how many (one combined or multiple shorter) notebooks are planned, which and the size of problem(s) to solve, which aspects to cover or leave out. As is, unclear if this is a massive task or a fairly small one. We discussed to complete it within this week as most of the notebook(s) had already been done, so I'd expect it is a smaller task, but please clarify, thanks!

[chaozg]

Hi @jakobsj , I was aiming at two demos at any given (bounded) prior: one for drawing samples and one for solving the simplest BIP. Just updated DoD to reflect this. Could you please help review it again?

[jakobsj]

@chaozg Thank you, DoD approved!