-
We probably need to add some more examples and doc for new features in TensorLy.
Would be great for instance to have an example for @earmingol @hmbaghdassarian as a user guide on how to use the Co…
-
Hello,
I had a question regarding how do you calculate the CP decomposition? Is the way you calculate it in your code similar to the SVD method provided in numpy or torch?
Another question is do…
-
### 🐛 Describe the bug
I believe `cholesky_backward` implementation is incorrect due to the false but well-intentioned assumption that $\overline{\Sigma}=\frac{S + S^\top}{2}$ is the backward gradi…
-
Can you consider implementing LASER on three-dimensional tensors? For example, use this method for the conv3d architecture.
-
Hi, firstly, thanks for this package! I've found it very useful in my own research.
My question is if the decomposition step is repeatable for new data? As I understand it, TCA is a higher-order an…
-
## Description
Regarding skimage 1.0 and skimage2 ([HackMD notes from the last community meeting](https://hackmd.io/5yU-g6XCSjSsZrFVceGH_Q)), we need to determine what branching strategy to use on …
-
To integrate various specialized processors such as Tensor Processing Units (TPUs), Language Processing Units (LPUs), Graphics Processing Units (GPUs), and others into the Cyclops-64 architecture, we …
-
Dear all,
It would be great to see an end-to-end practical example of LoTR. By "practical" I mean that one takes, for example some existing LLM weights file, compresses it into a smaller weights fi…
-
There is a publication by Daniel Hsu and Sham Kakade (http://arxiv.org/abs/1206.5766) that describes how to estimate certain GMMs using the Method of Moments and tensor decomposition. This as appears …
-
below is my code
************************
import VBMF
import tensorly as tl
import tensorly.decomposition
import numpy as np
a=np.random.randint(100,size=(3,3,32,64))
b=tl.base.unfold(a,2)
c=…