Jake Taylor

Add Marginal Inference for undirected models.

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### Your checklist for this pull request Please review the [guidelines for contributing](CONTRIBUTING.md) to this repository. - [x] Make sure you are requesting to **pull a topic/feature/bugfix branch** (right side)....

### Bug description ``` SubprocessError: Command '/Users/jakeetaylor/.modular/pkg/packages.modular.com_mojo/bin/mojo build /Users/jakeetaylor/.modular/pkg/packages.modular.com_mojo/test/test_mandelbrot.mojo -o /tmp/tmpbwae8pic/test_mandelbrot' returned non-zero exit status 1. stderr: ld: warning: ignoring file '/tmp/mojo_archive-9505712.a[5](/Users/jakeetaylor/.modular/pkg/packages.modular.com_mojo/test/test_mandelbrot.mojo.2.o)': found architecture 'arm64', required architecture 'x86_64' ... ld:...

[Feature Request] Adding Optimization as Inference and extending Optimization to Compositional Inference

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### Issue Description **TL; DR** Support for MLE, MAP, and Variational inference! **Context** In situations where scalability and speed need to be balanced with posterior sample quality, various optimization routines...

I am trying to run [torch_example.py](https://github.com/ryan112358/private-pgm/blob/master/examples/torch_example.py) but I am getting the following error: ``` Traceback (most recent call last): File "/Users/jakeetaylor/private-pgm/examples/torch_example.py", line 68, in model = engine.estimate(measurements, total=total, engine='RDA') File...

[Docs] Example in readme is giving `NotPSDError`

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# 📚 Documentation/Examples ** Is documentation wrong? ** In readme example for LinearOperator: https://github.com/cornellius-gp/linear_operator?tab=readme-ov-file#with-linearoperator ```python from linear_operator.operators import DiagLinearOperator, LowRankRootLinearOperator # C = torch.randn(1000, 20) # d = torch.randn(1000) #...

Page layout avoid status bar when scrolled in PWA on iOS

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### Checklist - [X] I have read and accepted the [contributing guidelines](https://github.com/cotes2020/jekyll-theme-chirpy/blob/master/docs/CONTRIBUTING.md). ### Is your feature request related to a problem? Please describe On the pwa of my blog: https://jakee417.github.io/posts/matrix-inverse/,...