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I discovered that we can pre-compile numba functions without having to run them by specifying the signature of the function in `@njit`
```python
import time
import numpy as np
from numba import …
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### Describe the bug
After upgrading to scikit-learn 1.5.0, we observed a significant performance regression in the ColumnTransformer when using `n_jobs > 1`. The issue seems related to the IO over…
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a final word about the paper's reproducibility
some values in the figure appear with a circle; about that the legend states that:
> A square means that the experiment was run until the time per …
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**TL;DR**: Don't make PyArrow required - instead, set minimum NumPy version to 2.0 and use NumPy's StringDType.
## Background
In [PDEP-10](https://pandas.pydata.org/pdeps/0010-required-pyarrow-d…
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### Your current environment information
couldnt even run python -m onediff.utils.collect_env
(base) metal@DESKTOP-AQ9BALB:~/onediff/benchmarks$ python -m onediff.utils.collect_env
libibverbs n…
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I was doodling and realized that while everything in the single-atom Ebisu case (v2 and v3) takes `pNow = p**(elapsed / t)` for an atom parameterized by `[a, b, t]` (where the probability recall at ti…
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**Submitting author:** @falexwolf (F. Alexander Wolf)
**Repository:** https://github.com/scverse/anndata
**Branch with paper.md** (empty if default branch): paper
**Version:** 0.10.9
**Editor:** @luiz…
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So far, we have been using our `preprocessing.Imputer` to take care of missing values before fitting the `RandomForest`. Ref: [this example](http://scikit-learn.org/dev/auto_examples/missing_values.ht…
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I'm trying to extract keywords and keyphrases from around 20k abstracts of journal articles. The FAQ mentions that it is recommended to use GPU with KeyBERT. However, I'm unclear how exactly to run th…
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I'm trying to run the SHD_jax.py model from the Open Neuromorphic blog and get this error. GPU is an Nvidia RTX A5000, running Driver Version: 555.42.06 with CUDA Version: 12.5. I installed JAX with `…