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### Feature Description
Hi Renan,
I have some UX suggestions for the mesh playground to make it really useful while developing:
- see all vertices simultaneously instead of clicking each to manipu…
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Thank you for this super useful tool !
At present, we cannot have access to the **connection Laplacian operator** used for Heat Diffusion on tangent vector fields (defined on vertices).
It would be …
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**Please describe the problem you are trying to solve.**
Currently, we save the values and gradients of a data in a component-oriented way.
Let
* `msize` be the mesh vertex count
* `mdim` be …
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### Description
I'm trying to scale up some transformer training (currently at ~400m params), and as such I've been playing around with various ways to save memory and improve performance. On a whi…
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The gradient of the XYZ attribute is [currently calculated as an identity matrix(and optionally scaled)](https://github.com/SCIInstitute/ShapeWorks/blob/1a447484c202143e25a25baa2153bf4968d884e1/Libs/O…
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While experimenting with PyTorch's DTensor functionality in my single node "cpu" environment, I've encountered an unexpected limitation. Specifically, in the provided code example, I'm attempting to u…
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### October 2024 >
- [ ] short term
- [ ] look into gradients again
- [ ] publish notebooks (field projection + photonic crystal)
- [ ] Update Readme including how to use jax / pyto…
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pyvista looks REALLY good for bringing VTK 3D visualization into Python in a manner that can actually be understood by a human. It even does mp4 rendering!
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Fix the bug causing the gradients to be off when using zipper meshes.
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```bash
environment,
tabular_data
method,
model_pointer = 'NONHIER'
bayes_calibration muq
mlmcmc # ** MSE: Let's use "multilevel_mcmc" as the start of a new XML group (see "ENTITY" spe…