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In some settings, it is desirable to use a user-defined rule rather than differentiating through a potentially complex (and maybe not symbolically traceable) computation graph. Examples include settin…
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The main goal of this proposal is to improve the transparency of dependencies between different modules.
As the first step, I propose to split `zkfold-base` into two packages:
- `zkfold-base` for …
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First time getting a successful installation with this package after the update 0.4.1, but I get this recurring error when I try to use spsolve. When running "pytest --pyargs scikits.umfpack" I get "T…
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Rename symbolic_computation_ica1 into something more appropriate for a project
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When I try to train the model on GPU:
RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!
There seems to be a problem with the interna…
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## 🚀 Feature
Modeling of accessing shape attribute of Tensor/TensorProxy has raising up to discussion in separate PRs & discussions.
We are trying to debate on whether we would want to lift shap…
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### Description
As discussed in https://github.com/pymc-devs/pytensor/discussions/637 PyTensor is geared mostly towards computational efficiency, although the same machinery could be easily tuned for…
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Sometimes I find that the symbolic computation takes a lot of time, and I would like to compute it for once, store the computed symbolic expression / polynomial on the hard disk, and then load that re…
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In #459, there have been a number of approaches proposed to solve the "make a `Command` return multiple values" problem. @ocharles used a GADT to build a defunctionalised expression tree with the spec…
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# Summary
At present, any given mathematical expression in `aegir` is formed as a (potentially very large) tree vis-a-vis symbolic differentiation. This leads to many challenges, but doesn't have t…