Documentation and Turing Navigation CI improvement

[shravanngoswamii]

Using Turing Actions for Documentation and global Turing Navigation bar!
Reference: TuringLang/actions#12

[github-actions]

Benchmark Results

Benchmark suite	Current: 6127886	Previous: 3f2e1cd	Ratio
normal/RepGradELBO + STL/meanfield/Zygote	14667008916 ns	19041041292 ns	0.77
normal/RepGradELBO + STL/meanfield/ForwardDiff	3284076412 ns	4356674226 ns	0.75
normal/RepGradELBO + STL/meanfield/ReverseDiff	3232380656.5 ns	3792144079 ns	0.85
normal/RepGradELBO + STL/fullrank/Zygote	14708781049 ns	18999156817 ns	0.77
normal/RepGradELBO + STL/fullrank/ForwardDiff	3599801938.5 ns	4816817427 ns	0.75
normal/RepGradELBO + STL/fullrank/ReverseDiff	5813725783 ns	6706304605 ns	0.87
normal/RepGradELBO/meanfield/Zygote	6902045451 ns	8722743239 ns	0.79
normal/RepGradELBO/meanfield/ForwardDiff	2338910928 ns	3226879033 ns	0.72
normal/RepGradELBO/meanfield/ReverseDiff	1463033010.5 ns	1750748234.5 ns	0.84
normal/RepGradELBO/fullrank/Zygote	6953044043 ns	9008693856 ns	0.77
normal/RepGradELBO/fullrank/ForwardDiff	2596132635.5 ns	3785636783 ns	0.69
normal/RepGradELBO/fullrank/ReverseDiff	2628963831 ns	3215544934 ns	0.82
normal + bijector/RepGradELBO + STL/meanfield/Zygote	23354662836 ns	30692519956 ns	0.76
normal + bijector/RepGradELBO + STL/meanfield/ForwardDiff	10042975128 ns	15850965096 ns	0.63
normal + bijector/RepGradELBO + STL/meanfield/ReverseDiff	5010961124 ns	6496717487 ns	0.77
normal + bijector/RepGradELBO + STL/fullrank/Zygote	22997291045 ns	29641238294 ns	0.78
normal + bijector/RepGradELBO + STL/fullrank/ForwardDiff	11531616386 ns	15401318691 ns	0.75
normal + bijector/RepGradELBO + STL/fullrank/ReverseDiff	8236788924 ns	10310415242 ns	0.80
normal + bijector/RepGradELBO/meanfield/Zygote	14915897234 ns	18754921322 ns	0.80
normal + bijector/RepGradELBO/meanfield/ForwardDiff	8730741829 ns	13557955008 ns	0.64
normal + bijector/RepGradELBO/meanfield/ReverseDiff	3006311352.5 ns	3883389612 ns	0.77
normal + bijector/RepGradELBO/fullrank/Zygote	14825651063 ns	18292167502 ns	0.81
normal + bijector/RepGradELBO/fullrank/ForwardDiff	9379721510 ns	13817442767 ns	0.68
normal + bijector/RepGradELBO/fullrank/ReverseDiff	4391307941 ns	5793867052 ns	0.76

This comment was automatically generated by workflow using github-action-benchmark.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 91.73%. Comparing base (616b581) to head (6127886).
Report is 10 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master     #158      +/-   ##
==========================================
- Coverage   93.54%   91.73%   -1.82%     
==========================================
  Files          12       13       +1     
  Lines         372      351      -21     
==========================================
- Hits          348      322      -26     
- Misses         24       29       +5     

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[penelopeysm]

CI failures are unrelated (Enzyme issues)