Add option to add options to not sample observed variables with evaluate!!

[sunxd3]

No description provided.

[coveralls]

Pull Request Test Coverage Report for Build 12260657881

Details

• 5 of 6 (83.33%) changed or added relevant lines in 1 file are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage increased (+0.006%) to 71.934%

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Changes Missing Coverage	Covered Lines	Changed/Added Lines	%
src/model.jl	5	6	83.33%

Totals
Change from base Build 12238991817:	0.006%
Covered Lines:	1402
Relevant Lines:	1949

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💛 - Coveralls

[github-actions]

Benchmark results on macOS (aarch64)

BridgeStan not found at location specified by $BRIDGESTAN environment variable, downloading version 2.5.0 to /Users/runner/.bridgestan/bridgestan-2.5.0
Done!
Model dogs produces error: ErrorException("log_density() failed with unknown exception\n")

Model	Parameter Count	Data Count	Stan Density Time (µs)	Stan Density Gradient Time (µs)	JuliaBUGS Density Time with Graph Walk (µs)	JuliaBUGS Density Gradient Time with ReverseDiff.jl(compiled tape) (µs)
rats	65	150	5.55	8.09733	61.958	299.834
pumps	12	10	0.988071	1.52317	9.63867	21.083
dogs	2	720	NA	NA	143.854	383.833
seeds	26	21	2.27083	3.06022	22.834	74.042
surgical_realistic	14	12	1.27841	1.82743	13.0625	32.375
magnesium	108	96	11.521	12.854	124.833	246.5
salm	22	18	3.85714	4.5555	17.833	53.0
equiv	15	20	3.6875	4.70833	16.166	57.458
dyes	9	30	1.68135	2.21525	10.146	44.833
stacks	6	21	1.31944	2.05558	19.917	49.125
epil	303	236	41.583	47.208	214.5	669.083
blockers	47	44	2.75	3.38525	50.458	103.667
oxford	244	240	11.25	13.417	315.0	638.875
lsat	1006	5000	100.833	140.209	1861.29	3325.75
bones	33	422	77.875	89.333	391.542	493.667
mice	20	65	6.70825	8.45833	23.209	94.958
kidney	64	58	8.65267	11.9165	57.875	199.125
leuk	18	714	16.291	21.542	281.917	610.708
leukfr	40	714	22.375	28.792	301.042	796.541

Benchmark results on Ubuntu (x64)

BridgeStan not found at location specified by $BRIDGESTAN environment variable, downloading version 2.5.0 to /home/runner/.bridgestan/bridgestan-2.5.0
Done!
Model dogs produces error: ErrorException("log_density() failed with exception: Exception: bernoulli_lpmf: Probability parameter is inf, but must be in the interval [0, 1] (in '/home/runner/work/JuliaBUGS.jl/JuliaBUGS.jl/benchmark/stan/bugs_examples/vol1/dogs/dogs.stan', line 37, column 6 to line 38, column 62)\n")

Model	Parameter Count	Data Count	Stan Density Time (µs)	Stan Density Gradient Time (µs)	JuliaBUGS Density Time with Graph Walk (µs)	JuliaBUGS Density Gradient Time with ReverseDiff.jl(compiled tape) (µs)
rats	65	150	5.6006	8.18567	73.748	89.448
pumps	12	10	1.01607	1.42084	12.153	6.49725
dogs	2	720	NA	NA	173.801	189.135
seeds	26	21	2.49191	3.26667	27.16	19.726
surgical_realistic	14	12	1.26496	1.70317	15.229	8.52933
magnesium	108	96	10.5395	12.233	128.421	77.455
salm	22	18	2.40617	3.07578	22.452	14.908
equiv	15	20	2.48883	3.51275	19.447	15.429
dyes	9	30	1.02439	1.37638	12.448	13.35
stacks	6	21	1.16971	1.715	23.113	14.898
epil	303	236	33.383	38.632	293.67	236.854
blockers	47	44	3.32363	3.77414	61.996	29.355
oxford	244	240	16.742	19.326	358.332	183.334
lsat	1006	5000	178.905	219.587	1914.08	1156.99
bones	33	422	72.897	90.399	426.179	190.652
mice	20	65	7.27625	9.304	29.615	39.224
kidney	64	58	10.705	16.1	67.396	80.31
leuk	18	714	20.719	27.101	214.322	193.042
leukfr	40	714	23.755	31.89	234.274	279.804