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https://github.com/rapidsai/cuml
>Truncated Singular Value Decomposition (tSVD) | Multi-GPU version available (CUDA 10 only)
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The flag which specifies whether or not to return singular/eigenvectors alongside the singular/eigenvalues is extremely inconsistently named.
* [`scipy.linalg.eig`](https://docs.scipy.org/doc/scipy…
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**Describe the bug**
The use of [SciPy shifted invert mode](https://docs.scipy.org/doc/scipy/tutorial/arpack.html#shift-invert-mode) ([code](https://github.com/cvxpy/cvxpy/blob/3310da69e9dd1c10af65d6…
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Hi,
I'm trying to use this package in my course project, but I can't find corresponding value of "subspace" in the final output to its counterpart in the paper.
What is the subspace in the final out…
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**Proposed** - add `torch.geevj` and `torch.syevj` calls, which hook into cuSolver's jacobi-based eigensolvers. These functions could operate on matrices or batches of matrices (that are smaller than …
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Currently when initializing a normal random variable one cannot simply specify a Cholesky factor of the covariance but has to pass a covariance as well.
```python
import numpy as np
from probnum.…
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Currently, FMMAX performs a lot of broadcasting under the hood, such that it's easy to simulate a device over multiple wavelength points and/or multiple k-points (all of which are completely independe…
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Was trying to run movieGNN.py. Got the error below:
```
Device selected: cpu
Loading data for split 1... OK
Setting up the graph... OK
Model initialization...
Initializing SelGNNdegG00... OK
…
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```julia
using Zygote
using LinearAlgebra
r = rand(8,8); Σ = r' * r
foo(X) = tr(svd(X).U)
_orthogonal(X) = svd(X).U * svd(X).V'
Zygote.gradient(foo, Σ) # Works
Zygote.gradient(foo, 1.0 * Ma…
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Page 232 shows the incorrect formula: $C = A B^{-1}$. From the previous formula $Av = λBv$ we can derive $C = B^{-1}A$, instead of $C = A B^{-1}$ this way:
$Av = λBv$, $B^{-1}Av = B^{-1}λBv$, $(B^{-1…