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* Connection to machine learning
* https://scikit-learn.org/stable/modules/linear_model.html
* https://stackoverflow.com/questions/32660231/how-to-fit-a-polynomial-curve-to-data-using-scikit-learn
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# Text Classification Using Python and Scikit-learn
This tutorial will show you how to quickly build a text classification model using Python and Scikit-learn.
[https://dylancastillo.co/text-classif…
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With https://github.com/scikit-learn/scikit-learn/pull/29705, we have a simple way to freeze estimators, which means there is no need for `cv="prefit"`. This also opens the door for https://github.com…
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Check if we can enable scikit-learn-intelex by default
TODO:
- [ ] Add easy-to-switch toggle (global toggle), env variable or fit variable.
- [ ] When scikit-learn-intelex is not available when…
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**preprocessing.StandardScaler**
```python
>>> from sklearn.preprocessing import StandardScaler
>>> data = [[0, 0], [0, 0], [1, 1], [1, 1]]
>>> scaler = StandardScaler()
>>> print(scaler.fit(da…
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> I did implement the things mentioned above but when applied to a toy workflow inspired from the doc, it is currently not working. I am unclear on what the error message means. The cause could be wha…
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From [Slack](https://czi-sci.slack.com/archives/CHTMHFU3A/p1635575670002900):
Alexander Tarashansky: In backend/common/compute/diffexp_generic.py, (lines 122-133):
```
with np.errstate(divide="…
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Is Scikit-Learn package supported? And if so, how do we install it?
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**Describe the bug**
scikit-learn 1.4.0 breaks _ProbaScorer
```
91from sklearn.metrics._scorer import _BaseScorer, _ProbaScorer
92 ImportError: cannot import name '_ProbaScorer' from 'sklearn.me…