s/logprob/logdensity

[junpenglao]

Renaming logprob to logdensity for more consistent terminology.

How: search for logprob(?!ability) and replace with logdensity, excluding everything in docs/**, examples/, tests/** as they are mostly logprob.

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[codecov]

Codecov Report

Merging #427 (db49b6b) into main (dbb1dc9) will decrease coverage by 0.00%.
The diff coverage is 100.00%.

❗ Current head db49b6b differs from pull request most recent head 798f577. Consider uploading reports for the commit 798f577 to get more accurate results

@@            Coverage Diff             @@
##             main     #427      +/-   ##
==========================================
- Coverage   89.99%   89.98%   -0.01%     
==========================================
  Files          47       47              
  Lines        2189     2187       -2     
==========================================
- Hits         1970     1968       -2     
  Misses        219      219              

Impacted Files	Coverage Δ
blackjax/sgmcmc/diffusions.py	100.00% <ø> (ø)
blackjax/kernels.py	99.55% <100.00%> (ø)
blackjax/mcmc/diffusions.py	100.00% <100.00%> (ø)
blackjax/mcmc/ghmc.py	100.00% <100.00%> (ø)
blackjax/mcmc/hmc.py	100.00% <100.00%> (ø)
blackjax/mcmc/irmh.py	100.00% <100.00%> (ø)
blackjax/mcmc/mala.py	100.00% <100.00%> (ø)
blackjax/mcmc/marginal_latent_gaussian.py	100.00% <100.00%> (ø)
blackjax/mcmc/nuts.py	100.00% <100.00%> (ø)
blackjax/mcmc/periodic_orbital.py	100.00% <100.00%> (ø)
... and 8 more

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[rlouf]

There were a few replacements left to be made in the documentation. I also rebased the commits. We need to make sure that the documentation builds correctly before merging this.

Not sure how we go about merging with #279 #396 #421 open.

[rlouf]

It looks like the documentation was built ok. Can you do one last check before we merge this?

[junpenglao]

Went through all the examples - This is good to go.

[rlouf]

Great work! Will merge automatically when the tests pass.