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contributors: @fkiraly, @lynnssi, @mloning
## Purpose of the user guide
In addition to our API reference, we want to create a user guide. The API reference serves as a technical software reference…
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Thank you very much for your work
The data compression work is excellent
May I ask if you have tested the changes in the use of VRAM for graphics card rendering before and after compression?
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I have a kernel that fails on PoCL 4.0 but works correctly on all other OpenCL implementations. It's a very simple kernel. Its job is just to scan through an array and find the smallest and largest …
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**Describe the bug**
If a step tries to merge two inputs with different input dimension it fails. See following lines of code
**To Reproduce**
```python
from sktime.forecasting.compose impor…
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### Describe the issue:
Using python 3.13 free threading, I observe that multithreaded performance (MFLOPS) scales poorly for numpy array computation, especially on small arrays. For comparison, pe…
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After reading your paper and code, I have the following questions:
(1) I don't understand the purpose of using TapNet that you proposed in your paper. Dimensionality reduction? Or classification? Als…
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### Bug description summary
FPCA does not seem to work when working with multivariate functional data.
### Code to reproduce the bug
```Python
import numpy as np
import skfda
from skfda.…
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### What type of enhancement is this?
Tech debt reduction, Other
### What does the enhancement do?
The manifest doesn't have any checksum for data validation. We need a way to do the checksum valid…
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SailDrone provides pH values from a DuraFET sensor. We should be able to use this value as-is without any data reduction required. We just need to know:
- What the difference is between Internal an…
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**Describe the bug**
When I train model (Qwen 14B) using DeepSpeed, I find that the results of two tests were significantly inconsistent.
**first:**
`
{'loss': 2.0, 'grad_norm': 20.7871127527792…