html_url stringlengths 57 57 | labels listlengths 1 6 | text stringlengths 32 258k | issue_number int64 22.4k 33k |
|---|---|---|---|
https://github.com/scikit-learn/scikit-learn/issues/28700 | [
"Bug",
"module:linear_model",
"Numerical Stability"
] | BUG loss of precision in LogisticRegression as of version 1.4
### Describe the bug
Between version 1.3.2 and 1.4.0, LogisticRegression became less accurate.
### Steps/Code to Reproduce
```python
import numpy as np
import pandas as pd
import sklearn.pipeline
import sklearn.preprocessing
import sklearn.linear_... | 28,700 |
https://github.com/scikit-learn/scikit-learn/issues/28700 | [
"Bug",
"module:linear_model",
"Numerical Stability"
] | BUG loss of precision in LogisticRegression as of version 1.4
### Describe the bug
Between version 1.3.2 and 1.4.0, LogisticRegression became less accurate.
### Steps/Code to Reproduce
```python
import numpy as np
import pandas as pd
import sklearn.pipeline
import sklearn.preprocessing
import sklearn.linear_... | 28,700 |
https://github.com/scikit-learn/scikit-learn/issues/28700 | [
"Bug",
"module:linear_model",
"Numerical Stability"
] | BUG loss of precision in LogisticRegression as of version 1.4
### Describe the bug
Between version 1.3.2 and 1.4.0, LogisticRegression became less accurate.
### Steps/Code to Reproduce
```python
import numpy as np
import pandas as pd
import sklearn.pipeline
import sklearn.preprocessing
import sklearn.linear_... | 28,700 |
https://github.com/scikit-learn/scikit-learn/issues/28700 | [
"Bug",
"module:linear_model",
"Numerical Stability"
] | BUG loss of precision in LogisticRegression as of version 1.4
### Describe the bug
Between version 1.3.2 and 1.4.0, LogisticRegression became less accurate.
### Steps/Code to Reproduce
```python
import numpy as np
import pandas as pd
import sklearn.pipeline
import sklearn.preprocessing
import sklearn.linear_... | 28,700 |
https://github.com/scikit-learn/scikit-learn/issues/28697 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on Linux_nogil.pylatest_pip_nogil ⚠️
**CI failed on [Linux_nogil.pylatest_pip_nogil](https://dev.azure.com/scikit-learn/scikit-learn/_build/results?buildId=65281&view=logs&j=67fbb25f-e417-50be-be55-3b1e9637fce5)** (Mar 26, 2024)
Unable to find junit file. Please see link for details.
COMMENT:
meson is mi... | 28,697 |
https://github.com/scikit-learn/scikit-learn/issues/28696 | [
"Bug",
"Metadata Routing"
] | groups parameter in cross_validate not passed to inner model
### Describe the bug
I discovered that I am unable to perform nested cross validation using ``cross_validate`` and similar methods in ``_validation.py`` because the ``groups`` parameter is not passed inwards to the ``_fit_and_score`` function. This becomes ... | 28,696 |
https://github.com/scikit-learn/scikit-learn/issues/28696 | [
"Bug",
"Metadata Routing"
] | groups parameter in cross_validate not passed to inner model
### Describe the bug
I discovered that I am unable to perform nested cross validation using ``cross_validate`` and similar methods in ``_validation.py`` because the ``groups`` parameter is not passed inwards to the ``_fit_and_score`` function. This becomes ... | 28,696 |
https://github.com/scikit-learn/scikit-learn/issues/28696 | [
"Bug",
"Metadata Routing"
] | groups parameter in cross_validate not passed to inner model
### Describe the bug
I discovered that I am unable to perform nested cross validation using ``cross_validate`` and similar methods in ``_validation.py`` because the ``groups`` parameter is not passed inwards to the ``_fit_and_score`` function. This becomes ... | 28,696 |
https://github.com/scikit-learn/scikit-learn/issues/28695 | [
"Build / CI"
] | ⚠️ CI failed on Check Manifest ⚠️
**CI is still failing on [Check Manifest](https://github.com/scikit-learn/scikit-learn/actions/runs/8608201085)** (Apr 09, 2024)
COMMENT:
Very likely related to switching to meson as the main build backend #28506. | 28,695 |
https://github.com/scikit-learn/scikit-learn/issues/28695 | [
"Build / CI"
] | ⚠️ CI failed on Check Manifest ⚠️
**CI is still failing on [Check Manifest](https://github.com/scikit-learn/scikit-learn/actions/runs/8608201085)** (Apr 09, 2024)
COMMENT:
Looks like check-manifest doesn't support alternative build backends (https://github.com/mgedmin/check-manifest/issues/163) | 28,695 |
https://github.com/scikit-learn/scikit-learn/issues/28695 | [
"Build / CI"
] | ⚠️ CI failed on Check Manifest ⚠️
**CI is still failing on [Check Manifest](https://github.com/scikit-learn/scikit-learn/actions/runs/8608201085)** (Apr 09, 2024)
COMMENT:
It looks like `meson dist` doesn't support being run on something that isn't a git repository. Is that also how you read the error message? If yes... | 28,695 |
https://github.com/scikit-learn/scikit-learn/issues/28695 | [
"Build / CI"
] | ⚠️ CI failed on Check Manifest ⚠️
**CI is still failing on [Check Manifest](https://github.com/scikit-learn/scikit-learn/actions/runs/8608201085)** (Apr 09, 2024)
COMMENT:
Another option would be to switch to [check-sdist](https://github.com/henryiii/check-sdist) as mentioned in https://github.com/mgedmin/check-manif... | 28,695 |
https://github.com/scikit-learn/scikit-learn/issues/28695 | [
"Build / CI"
] | ⚠️ CI failed on Check Manifest ⚠️
**CI is still failing on [Check Manifest](https://github.com/scikit-learn/scikit-learn/actions/runs/8608201085)** (Apr 09, 2024)
COMMENT:
Looking at the [check-sdist source code](https://github.com/henryiii/check-sdist/blob/main/src/check_sdist/__main__.py) I think it should be quite... | 28,695 |
https://github.com/scikit-learn/scikit-learn/issues/28695 | [
"Build / CI"
] | ⚠️ CI failed on Check Manifest ⚠️
**CI is still failing on [Check Manifest](https://github.com/scikit-learn/scikit-learn/actions/runs/8608201085)** (Apr 09, 2024)
COMMENT:
I opened https://github.com/scikit-learn/scikit-learn/pull/28757 to tackle this. | 28,695 |
https://github.com/scikit-learn/scikit-learn/issues/28679 | [
"Question"
] | Slow training time when using train_test_split
### Describe the bug
I have a big data set, with 1 class only (for binary classification). The dataset is highly imbalanced.
I was doing a manual stratify train test split using some for loops and if else, it was taking a lot of time for doing that , but the CNN tra... | 28,679 |
https://github.com/scikit-learn/scikit-learn/issues/28679 | [
"Question"
] | Slow training time when using train_test_split
### Describe the bug
I have a big data set, with 1 class only (for binary classification). The dataset is highly imbalanced.
I was doing a manual stratify train test split using some for loops and if else, it was taking a lot of time for doing that , but the CNN tra... | 28,679 |
https://github.com/scikit-learn/scikit-learn/issues/28677 | [
"New Feature",
"Array API"
] | Array API support for cross_validation and friends
Now that #28407 was merged, we need to adopt other cross-validation and model selection tools, starting with `cross_validate`. Currently it fails with:
```python
import array_api_strict as xp
from sklearn.discriminant_analysis import LinearDiscriminantAnalysi... | 28,677 |
https://github.com/scikit-learn/scikit-learn/issues/28677 | [
"New Feature",
"Array API"
] | Array API support for cross_validation and friends
Now that #28407 was merged, we need to adopt other cross-validation and model selection tools, starting with `cross_validate`. Currently it fails with:
```python
import array_api_strict as xp
from sklearn.discriminant_analysis import LinearDiscriminantAnalysi... | 28,677 |
https://github.com/scikit-learn/scikit-learn/issues/28671 | [
"Documentation"
] | D2_pinball_score
Hello team, I’m currently utilizing RandomizedSearchCV . Specifically, I’m working on probabilistic forecasting. However, when I use D2_pinball_score as the scoring metric, I encounter an error despite using the supported version. Any insights or guidance would be greatly appreciated.
![image](http... | 28,671 |
https://github.com/scikit-learn/scikit-learn/issues/28671 | [
"Documentation"
] | D2_pinball_score
Hello team, I’m currently utilizing RandomizedSearchCV . Specifically, I’m working on probabilistic forecasting. However, when I use D2_pinball_score as the scoring metric, I encounter an error despite using the supported version. Any insights or guidance would be greatly appreciated.
![image](http... | 28,671 |
https://github.com/scikit-learn/scikit-learn/issues/28671 | [
"Documentation"
] | D2_pinball_score
Hello team, I’m currently utilizing RandomizedSearchCV . Specifically, I’m working on probabilistic forecasting. However, when I use D2_pinball_score as the scoring metric, I encounter an error despite using the supported version. Any insights or guidance would be greatly appreciated.
![image](http... | 28,671 |
https://github.com/scikit-learn/scikit-learn/issues/28669 | [
"Documentation"
] | Polars not mentioned as requirement to build documentation
### Describe the issue linked to the documentation
The developer documentation [here](https://scikit-learn.org/dev/developers/contributing.html#building-the-documentation) lists the dependencies required to build the documentation. However, `polars` is not me... | 28,669 |
https://github.com/scikit-learn/scikit-learn/issues/28669 | [
"Documentation"
] | Polars not mentioned as requirement to build documentation
### Describe the issue linked to the documentation
The developer documentation [here](https://scikit-learn.org/dev/developers/contributing.html#building-the-documentation) lists the dependencies required to build the documentation. However, `polars` is not me... | 28,669 |
https://github.com/scikit-learn/scikit-learn/issues/28669 | [
"Documentation"
] | Polars not mentioned as requirement to build documentation
### Describe the issue linked to the documentation
The developer documentation [here](https://scikit-learn.org/dev/developers/contributing.html#building-the-documentation) lists the dependencies required to build the documentation. However, `polars` is not me... | 28,669 |
https://github.com/scikit-learn/scikit-learn/issues/28669 | [
"Documentation"
] | Polars not mentioned as requirement to build documentation
### Describe the issue linked to the documentation
The developer documentation [here](https://scikit-learn.org/dev/developers/contributing.html#building-the-documentation) lists the dependencies required to build the documentation. However, `polars` is not me... | 28,669 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28668 | [
"Array API"
] | Automatically move `y` (and `sample_weight`) to the same device and namespace as `X`
(From https://github.com/scikit-learn/scikit-learn/pull/27800#issuecomment-1878709518 by @ogrisel)
The proposal/idea is to allow `y` to not be on the same device (and namespace?) as `X` when using Array API inputs. Currently we req... | 28,668 |
https://github.com/scikit-learn/scikit-learn/issues/28666 | [
"Bug"
] | AttributeError: 'OneHotEncoder' object has no attribute '_drop_idx_after_grouping'
### Describe the bug
Context:
I am encountering an issue while using the OneHotEncoder class from scikit-learn. When trying to transform my data using the transform method, I receive the following error:
AttributeError: 'OneHotEnco... | 28,666 |
https://github.com/scikit-learn/scikit-learn/issues/28666 | [
"Bug"
] | AttributeError: 'OneHotEncoder' object has no attribute '_drop_idx_after_grouping'
### Describe the bug
Context:
I am encountering an issue while using the OneHotEncoder class from scikit-learn. When trying to transform my data using the transform method, I receive the following error:
AttributeError: 'OneHotEnco... | 28,666 |
https://github.com/scikit-learn/scikit-learn/issues/28666 | [
"Bug"
] | AttributeError: 'OneHotEncoder' object has no attribute '_drop_idx_after_grouping'
### Describe the bug
Context:
I am encountering an issue while using the OneHotEncoder class from scikit-learn. When trying to transform my data using the transform method, I receive the following error:
AttributeError: 'OneHotEnco... | 28,666 |
https://github.com/scikit-learn/scikit-learn/issues/28666 | [
"Bug"
] | AttributeError: 'OneHotEncoder' object has no attribute '_drop_idx_after_grouping'
### Describe the bug
Context:
I am encountering an issue while using the OneHotEncoder class from scikit-learn. When trying to transform my data using the transform method, I receive the following error:
AttributeError: 'OneHotEnco... | 28,666 |
https://github.com/scikit-learn/scikit-learn/issues/28666 | [
"Bug"
] | AttributeError: 'OneHotEncoder' object has no attribute '_drop_idx_after_grouping'
### Describe the bug
Context:
I am encountering an issue while using the OneHotEncoder class from scikit-learn. When trying to transform my data using the transform method, I receive the following error:
AttributeError: 'OneHotEnco... | 28,666 |
https://github.com/scikit-learn/scikit-learn/issues/28659 | [
"Bug",
"Documentation"
] | Dubious claim in accuracy_score doc about being equal to jaccard_score
### Describe the issue linked to the documentation
The documentation for [`accuracy_score`](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html#sklearn.metrics.accuracy_score) claims the following:
> In binary ... | 28,659 |
https://github.com/scikit-learn/scikit-learn/issues/28659 | [
"Bug",
"Documentation"
] | Dubious claim in accuracy_score doc about being equal to jaccard_score
### Describe the issue linked to the documentation
The documentation for [`accuracy_score`](https://scikit-learn.org/stable/modules/generated/sklearn.metrics.accuracy_score.html#sklearn.metrics.accuracy_score) claims the following:
> In binary ... | 28,659 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28645 | [
"Documentation"
] | Support pyenv to manage development python version
### Describe the workflow you want to enable
The [documentation](https://scikit-learn.org/stable/developers/advanced_installation.html#installing-the-development-version-of-scikit-learn) for installing the development version of scikit-learn proposes two ways for t... | 28,645 |
https://github.com/scikit-learn/scikit-learn/issues/28644 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on Wheel builder ⚠️
**CI is still failing on [Wheel builder](https://github.com/scikit-learn/scikit-learn/actions/runs/8320966198)** (Mar 18, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.1... | 28,644 |
https://github.com/scikit-learn/scikit-learn/issues/28644 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on Wheel builder ⚠️
**CI is still failing on [Wheel builder](https://github.com/scikit-learn/scikit-learn/actions/runs/8320966198)** (Mar 18, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.1... | 28,644 |
https://github.com/scikit-learn/scikit-learn/issues/28644 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on Wheel builder ⚠️
**CI is still failing on [Wheel builder](https://github.com/scikit-learn/scikit-learn/actions/runs/8320966198)** (Mar 18, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.1... | 28,644 |
https://github.com/scikit-learn/scikit-learn/issues/28644 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on Wheel builder ⚠️
**CI is still failing on [Wheel builder](https://github.com/scikit-learn/scikit-learn/actions/runs/8320966198)** (Mar 18, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.1... | 28,644 |
https://github.com/scikit-learn/scikit-learn/issues/28644 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on Wheel builder ⚠️
**CI is still failing on [Wheel builder](https://github.com/scikit-learn/scikit-learn/actions/runs/8320966198)** (Mar 18, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.1... | 28,644 |
https://github.com/scikit-learn/scikit-learn/issues/28643 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on linux_arm64_wheel ⚠️
**CI failed on [linux_arm64_wheel](https://cirrus-ci.com/build/6336497452843008)** (Mar 17, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/importlib/__init__.py:12... | 28,643 |
https://github.com/scikit-learn/scikit-learn/issues/28643 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on linux_arm64_wheel ⚠️
**CI failed on [linux_arm64_wheel](https://cirrus-ci.com/build/6336497452843008)** (Mar 17, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/importlib/__init__.py:12... | 28,643 |
https://github.com/scikit-learn/scikit-learn/issues/28643 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on linux_arm64_wheel ⚠️
**CI failed on [linux_arm64_wheel](https://cirrus-ci.com/build/6336497452843008)** (Mar 17, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/importlib/__init__.py:12... | 28,643 |
https://github.com/scikit-learn/scikit-learn/issues/28643 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on linux_arm64_wheel ⚠️
**CI failed on [linux_arm64_wheel](https://cirrus-ci.com/build/6336497452843008)** (Mar 17, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/importlib/__init__.py:12... | 28,643 |
https://github.com/scikit-learn/scikit-learn/issues/28643 | [
"Bug",
"Build / CI"
] | ⚠️ CI failed on linux_arm64_wheel ⚠️
**CI failed on [linux_arm64_wheel](https://cirrus-ci.com/build/6336497452843008)** (Mar 17, 2024)
```
________________________ ERROR collecting test session _________________________
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/importlib/__init__.py:12... | 28,643 |
https://github.com/scikit-learn/scikit-learn/issues/28642 | [
"Needs Triage"
] | ⚠️ CI failed on Linux_nogil.pylatest_pip_nogil ⚠️
**CI failed on [Linux_nogil.pylatest_pip_nogil](https://dev.azure.com/scikit-learn/scikit-learn/_build/results?buildId=65083&view=logs&j=67fbb25f-e417-50be-be55-3b1e9637fce5)** (Mar 17, 2024)
- test_balance_property[75-True-SGDRegressor1]
COMMENT:
## CI is no longer f... | 28,642 |
https://github.com/scikit-learn/scikit-learn/issues/28634 | [
"Bug",
"Needs Triage"
] | KMeans clustering with [0, 1]-entries feature vectors outputs centroids with entries outside [0, 1]
### Describe the bug
I have a dataset for clustering based on purchase months, available [here][1]. All feature vectors have entries which sum to 1. I did not expect to have centroids with the strict constraint of t... | 28,634 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28632 | [
"Bug"
] | [Bug] `sklearn.base.BaseEstimator` subclasses not decoratable
### Describe the bug
Greetings, wondrous `sklearn` maintainers. This is @leycec, the maintainer of @beartype – a third-generation hybrid static-runtime type-checker with far too many hyphens in its description. Who even knows what that means at this poin... | 28,632 |
https://github.com/scikit-learn/scikit-learn/issues/28631 | [
"Bug"
] | HDBSCAN error with metric cosine
### Describe the bug
Inconsistent HDBSCAN behavior when given a metric that is not supported by KDTree or BallTree.
[docs](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html)
```
metric : str or callable, default=’euclidean’
The metric to use ... | 28,631 |
https://github.com/scikit-learn/scikit-learn/issues/28631 | [
"Bug"
] | HDBSCAN error with metric cosine
### Describe the bug
Inconsistent HDBSCAN behavior when given a metric that is not supported by KDTree or BallTree.
[docs](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html)
```
metric : str or callable, default=’euclidean’
The metric to use ... | 28,631 |
https://github.com/scikit-learn/scikit-learn/issues/28631 | [
"Bug"
] | HDBSCAN error with metric cosine
### Describe the bug
Inconsistent HDBSCAN behavior when given a metric that is not supported by KDTree or BallTree.
[docs](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html)
```
metric : str or callable, default=’euclidean’
The metric to use ... | 28,631 |
https://github.com/scikit-learn/scikit-learn/issues/28631 | [
"Bug"
] | HDBSCAN error with metric cosine
### Describe the bug
Inconsistent HDBSCAN behavior when given a metric that is not supported by KDTree or BallTree.
[docs](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html)
```
metric : str or callable, default=’euclidean’
The metric to use ... | 28,631 |
https://github.com/scikit-learn/scikit-learn/issues/28631 | [
"Bug"
] | HDBSCAN error with metric cosine
### Describe the bug
Inconsistent HDBSCAN behavior when given a metric that is not supported by KDTree or BallTree.
[docs](https://scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html)
```
metric : str or callable, default=’euclidean’
The metric to use ... | 28,631 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
https://github.com/scikit-learn/scikit-learn/issues/28629 | [
"New Feature"
] | Make RFE/RFECV preserve pandas dataframes
### Describe the workflow you want to enable
Hi!
I am currently using xgboost with some categorical features. To get that to work the categorical features have to be marked as such in the pandas dataframe:
```python
df["my_cats"] = df["my_cats"].astype("string").astype("... | 28,629 |
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