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# 📚 Documentation/Examples
Dear development team,
I am trying to use GPyTorch for two distinct research project, both dealing with multitask GP modeling.
1) With basis in our example on Hadam…
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There is a paper, DISCOVERY OF AN HADAMARD MATRIX OF ORDER 92 by LEONARD BAUMERT, S. W. GOLOMB AND MARSHALL HALL, JR. describing a construction using a 4x4 block form
```
[ A B C D ]
[ -B A -D…
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This is automatic for simple graph but needs to be new rewrite rules for multigraphs
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Should scalar to matrix work? I think that is a well-defined operation:
```
>>> A = MatrixSymbol('A', 2, 3)
>>> HadamardPower(2, A).as_explicit()
AttributeError: 'Integer' object has no attribu…
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To be able to use the jacobian every activation function derivative other than softmax has to return a diagonal matrix and the backrpopagation algorithm has to use matrix multiplication instead of had…
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### Environment information
Dates back to the very origin of the (QM)DD package.
### Description
The code down below demonstrates an instability in the matrix DD normalization.
The script …
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Thanks for the great work! I have well reproduced the result on small models, however, facing problems with large models, e.g. Qwen2-72B, Qwen2-14B.
The problem comes from the intermediate size somet…
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https://hushtheblock.github.io/2020/08/06/Derivative-of-a-function/
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I have a sample code as follows
```python
import qibo
qibo.set_backend("qibolab", platform="dummy")
from qibo.gates import RZ, GPI2, iSWAP, M
import numpy as np
circ = qibo.Circuit(2)
# H…
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Exploring the concept of autonomous machines, particularly within the context of directions (navigation, decision-making, etc.), involves several technical aspects that combine elements of artificial …