Release 0.36

[penelopeysm]

No description provided.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 84.87%. Comparing base (fb5413f) to head (bb59885).

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #829   +/-   ##
=======================================
  Coverage   84.87%   84.87%           
=======================================
  Files          34       34           
  Lines        3815     3815           
=======================================
  Hits         3238     3238           
  Misses        577      577           

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[coveralls]

Pull Request Test Coverage Report for Build 13673973133

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• 438 unchanged lines in 16 files lost coverage.
• Overall coverage decreased (-11.5%) to 73.166%

---

Files with Coverage Reduction	New Missed Lines	%
ext/DynamicPPLEnzymeCoreExt.jl	1	0.0%
src/experimental.jl	3	0.0%
src/submodel_macro.jl	3	81.08%
src/varinfo.jl	4	82.82%
src/threadsafe.jl	5	67.62%
src/varnamedvector.jl	6	90.37%
src/simple_varinfo.jl	7	78.95%
src/context_implementations.jl	11	81.25%
src/model.jl	11	84.17%
ext/DynamicPPLJETExt.jl	16	0.0%

Totals
Change from base Build 13634518410:	-11.5%
Covered Lines:	2792
Relevant Lines:	3816

---

💛 - Coveralls

[coveralls]

Pull Request Test Coverage Report for Build 13673973133

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• 438 unchanged lines in 16 files lost coverage.
• Overall coverage decreased (-11.5%) to 73.166%

---

Files with Coverage Reduction	New Missed Lines	%
ext/DynamicPPLEnzymeCoreExt.jl	1	0.0%
src/experimental.jl	3	0.0%
src/submodel_macro.jl	3	81.08%
src/varinfo.jl	4	82.82%
src/threadsafe.jl	5	67.62%
src/varnamedvector.jl	6	90.37%
src/simple_varinfo.jl	7	78.95%
src/context_implementations.jl	11	81.25%
src/model.jl	11	84.17%
ext/DynamicPPLJETExt.jl	16	0.0%

Totals
Change from base Build 13634518410:	-11.5%
Covered Lines:	2792
Relevant Lines:	3816

---

💛 - Coveralls

[coveralls]

Pull Request Test Coverage Report for Build 14068496256

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage remained the same at 84.965%

---

Totals
Change from base Build 14024259529:	0.0%
Covered Lines:	3238
Relevant Lines:	3811

---

💛 - Coveralls

[github-actions]

Benchmark Report for Commit bb59885

Computer Information

Julia Version 1.11.4
Commit 8561cc3d68d (2025-03-10 11:36 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 4 × AMD EPYC 7763 64-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Benchmark Results

|                 Model | Dimension |  AD Backend |      VarInfo Type | Linked | Eval Time / Ref Time | AD Time / Eval Time |
|-----------------------|-----------|-------------|-------------------|--------|----------------------|---------------------|
| Simple assume observe |         1 | forwarddiff |             typed |  false |                  9.4 |                 1.7 |
|           Smorgasbord |       201 | forwarddiff |             typed |  false |                613.9 |                42.6 |
|           Smorgasbord |       201 | forwarddiff | simple_namedtuple |   true |                415.7 |                48.1 |
|           Smorgasbord |       201 | forwarddiff |           untyped |   true |               1205.3 |                28.2 |
|           Smorgasbord |       201 | forwarddiff |       simple_dict |   true |               3888.9 |                20.1 |
|           Smorgasbord |       201 | reversediff |             typed |   true |               1448.6 |                29.5 |
|           Smorgasbord |       201 |    mooncake |             typed |   true |                944.4 |                 5.3 |
|    Loop univariate 1k |      1000 |    mooncake |             typed |   true |               5539.6 |                 4.1 |
|       Multivariate 1k |      1000 |    mooncake |             typed |   true |               1079.6 |                 8.5 |
|   Loop univariate 10k |     10000 |    mooncake |             typed |   true |              60723.1 |                 3.7 |
|      Multivariate 10k |     10000 |    mooncake |             typed |   true |               9046.9 |                 9.5 |
|               Dynamic |        10 |    mooncake |             typed |   true |                131.5 |                12.4 |
|              Submodel |         1 |    mooncake |             typed |   true |                 25.8 |                 7.1 |
|                   LDA |        12 | reversediff |             typed |   true |                382.5 |                 5.5 |