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I would like to extend auto-sklearn to handle datasets with both numerical and textual features. In particular, I want to implement a custom preprocessor that can take a textual feature and apply a TF…
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## Describe the bug ##
It appears auto-sklearn want's to delete the python temp dir versus using the provided directories.
**Code Snippet**
```
automl = regression.AutoSklearnRegressor(tmp_folde…
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# Short Question Description
Is auto-sklearn ensemble for classification using predict_proba + threshold adaptions?
I read the original paper and read about the unique way auto-sklearn makes use o…
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when max_samples = 0.632 there's an error in remove_outliers of model :
https://github.com/CONABIO/antares3/blob/develop/madmex/modeling/__init__.py#L92
```
...
X, y = Model.remove_outlier…
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I know there are a couple other issues that mention this problem, but it's gotten messy with suggestions it's related to categorical_feature setting and other stuff. Here is clean MRE.
d9a96c90cb47…
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Hi,
I'm new to auto-sklearn and quite impressed by its performance and ease of use - thanks for all your effort!
However, recently I experienced strange behavior that might be related to a bug. …
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I have a sparse dataframe with ~3 million columns of type int, and from 100-3000 samples. I pass a scipy lil dataframe with the values to umap for calculation. The whole process works fine, and I get …
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从1.18版本开始，numpy正式淘汰了numpy.testing.decorators这一系列模块名（注意：只是淘汰了模块名，他们实质上包含的内容还在），并且贴心地告诉用户，要用umpy.testing.decorators里面的功能（命名空间），只需要import numpy.testing 就够了，自当前版本开始的testing自动会包含原有的testing.decorations等子模块
…
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**Problem Statement**
It is not clear on the documentation of [sktime.forecasting.compose.make_reduction](https://www.sktime.net/en/latest/api_reference/auto_generated/sktime.forecasting.compose.ma…
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## Describe the bug ##
When adding NoPreprocessing component to auto-sklearn, the lassoregression can run successfully, while the abessregression crashed, both lassoregression and abessregression are…