Comments (8)
ChrisRackauckas
commented on May 26, 2024
https://arxiv.org/pdf/1710.08717.pdf might include a few more as well.
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nickrobinson251
commented on May 26, 2024
Cholesky: https://arxiv.org/abs/1602.07527
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nickrobinson251
commented on May 26, 2024
https://tminka.github.io/papers/matrix/ may have some too
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IvanYashchuk
commented on May 26, 2024
SVD: https://j-towns.github.io/papers/svd-derivative.pdf
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nickrobinson251
commented on May 26, 2024
some stuff may be buried in https://dlmf.nist.gov/ e.g. Bessel functions https://dlmf.nist.gov/10.29#i
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willtebbutt
commented on May 26, 2024
#144 - AD-friendly eigendecomposition from NeurIPS 2019.
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nickrobinson251
commented on May 26, 2024
#238 - more linear algebra rules
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sethaxen
commented on May 26, 2024
From #238: This paper (there seems to be a free earlier version here) has a number of reverse-mode rules, in particular for BLAS and LAPACK subroutines. Saw a bunch we don't have in there (see the tables).
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Related Issues (20)
- Rules for `kron` HOT 1
- `*(::AbstractVector, ::AbstractMatrix)` pullback triggers scalar indexing on the GPU HOT 1
- ERROR: LoadError: Some tests did not pass: 7126 passed, 7 failed, 4 errored, 0 broken. in expression starting at /home/ian/.julia/packages/ChainRules/Ipuva/test/runtests.jl:19 ERROR: Package ChainRules errored during testing
- Error differentiating composed cross product with Zygote HOT 2
- `@fastmath maximum` broken on 1.10
- Add rules for `LinRange`
- Rule for `typed_vcat`? HOT 1
- Array `getindex` rule unable to handle Zero types and `NotImplemented` HOT 7
- Returning `Broadcasted` cotangents for `Broadcasted` arguments? HOT 7
- `unbroadcast` fails for `Matrix{Tangent}` due to `zero(::Tangent)`
- Missing rules for Tridiagonal HOT 1
- Wrong results for forward-mode `exp!` half of the time HOT 5
- Errors for gradient and hessian of logabsdet of sparse matrix HOT 3
- Missing rrules for `spdiagm`
- Rules for `eachslice` with multiple `dims`
- Reconsider giving `zero` as the derivative of one HOT 2
- arraymath muladd frule has too loose types
- Missing frules for `copy` HOT 1
- Sparse vector to real power throws a pullback error
- `rrule` for `mean(f, x)` is not vectorized? HOT 2
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