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/30286 | [
"Bug",
"Needs Triage"
] | Cython error while installing development version on MacOS M2 chip
### Describe the bug
Hello - While working on #16236 , I am getting a Cython error .
I pulled the latest version of Scikit Learn from the main branch . I am following the instructions here to install the development version of Scikit learn ... | 30,286 |
https://github.com/scikit-learn/scikit-learn/issues/30286 | [
"Bug",
"Needs Triage"
] | Cython error while installing development version on MacOS M2 chip
### Describe the bug
Hello - While working on #16236 , I am getting a Cython error .
I pulled the latest version of Scikit Learn from the main branch . I am following the instructions here to install the development version of Scikit learn ... | 30,286 |
https://github.com/scikit-learn/scikit-learn/issues/30286 | [
"Bug",
"Needs Triage"
] | Cython error while installing development version on MacOS M2 chip
### Describe the bug
Hello - While working on #16236 , I am getting a Cython error .
I pulled the latest version of Scikit Learn from the main branch . I am following the instructions here to install the development version of Scikit learn ... | 30,286 |
https://github.com/scikit-learn/scikit-learn/issues/30286 | [
"Bug",
"Needs Triage"
] | Cython error while installing development version on MacOS M2 chip
### Describe the bug
Hello - While working on #16236 , I am getting a Cython error .
I pulled the latest version of Scikit Learn from the main branch . I am following the instructions here to install the development version of Scikit learn ... | 30,286 |
https://github.com/scikit-learn/scikit-learn/issues/30286 | [
"Bug",
"Needs Triage"
] | Cython error while installing development version on MacOS M2 chip
### Describe the bug
Hello - While working on #16236 , I am getting a Cython error .
I pulled the latest version of Scikit Learn from the main branch . I am following the instructions here to install the development version of Scikit learn ... | 30,286 |
https://github.com/scikit-learn/scikit-learn/issues/30286 | [
"Bug",
"Needs Triage"
] | Cython error while installing development version on MacOS M2 chip
### Describe the bug
Hello - While working on #16236 , I am getting a Cython error .
I pulled the latest version of Scikit Learn from the main branch . I am following the instructions here to install the development version of Scikit learn ... | 30,286 |
https://github.com/scikit-learn/scikit-learn/issues/30285 | [
"Needs Triage"
] | ⚠️ CI failed on Wheel builder (last failure: Nov 16, 2024) ⚠️
**CI failed on [Wheel builder](https://github.com/scikit-learn/scikit-learn/actions/runs/11866940607)** (Nov 16, 2024)
COMMENT:
## CI is no longer failing! ✅
[Successful run](https://github.com/scikit-learn/scikit-learn/actions/runs/11875699003) on Nov 17... | 30,285 |
https://github.com/scikit-learn/scikit-learn/issues/30284 | [
"Build / CI"
] | Create a process for releasing a wheel for a new Python version with a previous sklearn version on CI
For version 1.5.2, the wheels were not updated from the CI, but from an API key. Moving forward, I think we should update our CI to allow us to push specific python versions. I propose this process:
1. **Prerequisi... | 30,284 |
https://github.com/scikit-learn/scikit-learn/issues/30284 | [
"Build / CI"
] | Create a process for releasing a wheel for a new Python version with a previous sklearn version on CI
For version 1.5.2, the wheels were not updated from the CI, but from an API key. Moving forward, I think we should update our CI to allow us to push specific python versions. I propose this process:
1. **Prerequisi... | 30,284 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30283 | [
"Documentation"
] | Crying emoticon in "Choosing the right estimator" does not work for most audiences
### Describe the issue linked to the documentation
Contrast https://github.com/scikit-learn/scikit-learn/blob/main/doc/images/ml_map.svg which uses a crying emoticon with previous versions where it said "Not Working" and were easier to... | 30,283 |
https://github.com/scikit-learn/scikit-learn/issues/30281 | [
"Bug"
] | scipy.optimize._optimize.BracketError in some cases of power transformer
### Describe the bug
Similar to #27499, in very few cases the power transformation fails.
Edit: Actually, it starts with a `RuntimeWarning: overflow encountered in power` because at this point the lambda is 292.8… And thus the out becomes `... | 30,281 |
https://github.com/scikit-learn/scikit-learn/issues/30281 | [
"Bug"
] | scipy.optimize._optimize.BracketError in some cases of power transformer
### Describe the bug
Similar to #27499, in very few cases the power transformation fails.
Edit: Actually, it starts with a `RuntimeWarning: overflow encountered in power` because at this point the lambda is 292.8… And thus the out becomes `... | 30,281 |
https://github.com/scikit-learn/scikit-learn/issues/30279 | [
"Documentation"
] | Bad plotly figures rendering in the examples gallery
### Describe the issue linked to the documentation
Currently, I found 2 examples in the examples gallery of the scikit-learn documentation that use plotly instead of matplotlib for plots, for interactivity purposes:
- https://scikit-learn.org/1.5/auto_examples/e... | 30,279 |
https://github.com/scikit-learn/scikit-learn/issues/30279 | [
"Documentation"
] | Bad plotly figures rendering in the examples gallery
### Describe the issue linked to the documentation
Currently, I found 2 examples in the examples gallery of the scikit-learn documentation that use plotly instead of matplotlib for plots, for interactivity purposes:
- https://scikit-learn.org/1.5/auto_examples/e... | 30,279 |
https://github.com/scikit-learn/scikit-learn/issues/30279 | [
"Documentation"
] | Bad plotly figures rendering in the examples gallery
### Describe the issue linked to the documentation
Currently, I found 2 examples in the examples gallery of the scikit-learn documentation that use plotly instead of matplotlib for plots, for interactivity purposes:
- https://scikit-learn.org/1.5/auto_examples/e... | 30,279 |
https://github.com/scikit-learn/scikit-learn/issues/30278 | [
"Documentation"
] | Unifying references style in docstrings in _pca.py
### Describe the issue linked to the documentation
A very minor suggested change to write references section of function docstrings in identical style in [_pca.py](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/decomposition/_pca.py) code file.
#... | 30,278 |
https://github.com/scikit-learn/scikit-learn/issues/30278 | [
"Documentation"
] | Unifying references style in docstrings in _pca.py
### Describe the issue linked to the documentation
A very minor suggested change to write references section of function docstrings in identical style in [_pca.py](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/decomposition/_pca.py) code file.
#... | 30,278 |
https://github.com/scikit-learn/scikit-learn/issues/30278 | [
"Documentation"
] | Unifying references style in docstrings in _pca.py
### Describe the issue linked to the documentation
A very minor suggested change to write references section of function docstrings in identical style in [_pca.py](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/decomposition/_pca.py) code file.
#... | 30,278 |
https://github.com/scikit-learn/scikit-learn/issues/30275 | [
"Bug"
] | ColumnTransformer does not validate sparse formats for X
### Describe the bug
If the underlying transformers all accept sparse input data, `ColumnTransformer` should also be able to accept sparse input data. That's indeed the case for the `csr`, `csc`, `lil` and `dok` formats but it raises errors for the `bsr`, `coo`... | 30,275 |
https://github.com/scikit-learn/scikit-learn/issues/30275 | [
"Bug"
] | ColumnTransformer does not validate sparse formats for X
### Describe the bug
If the underlying transformers all accept sparse input data, `ColumnTransformer` should also be able to accept sparse input data. That's indeed the case for the `csr`, `csc`, `lil` and `dok` formats but it raises errors for the `bsr`, `coo`... | 30,275 |
https://github.com/scikit-learn/scikit-learn/issues/30275 | [
"Bug"
] | ColumnTransformer does not validate sparse formats for X
### Describe the bug
If the underlying transformers all accept sparse input data, `ColumnTransformer` should also be able to accept sparse input data. That's indeed the case for the `csr`, `csc`, `lil` and `dok` formats but it raises errors for the `bsr`, `coo`... | 30,275 |
https://github.com/scikit-learn/scikit-learn/issues/30275 | [
"Bug"
] | ColumnTransformer does not validate sparse formats for X
### Describe the bug
If the underlying transformers all accept sparse input data, `ColumnTransformer` should also be able to accept sparse input data. That's indeed the case for the `csr`, `csc`, `lil` and `dok` formats but it raises errors for the `bsr`, `coo`... | 30,275 |
https://github.com/scikit-learn/scikit-learn/issues/30275 | [
"Bug"
] | ColumnTransformer does not validate sparse formats for X
### Describe the bug
If the underlying transformers all accept sparse input data, `ColumnTransformer` should also be able to accept sparse input data. That's indeed the case for the `csr`, `csc`, `lil` and `dok` formats but it raises errors for the `bsr`, `coo`... | 30,275 |
https://github.com/scikit-learn/scikit-learn/issues/30271 | [
"Bug"
] | partial_dependence errors when given only two grid points
### Describe the bug
In the nightly build, when given only two grid points, the partial dependence function incorrectly thinks it is dealing with a binary output and tries to drop one of them in an attempt to fetch only the positive class. The offending line... | 30,271 |
https://github.com/scikit-learn/scikit-learn/issues/30271 | [
"Bug"
] | partial_dependence errors when given only two grid points
### Describe the bug
In the nightly build, when given only two grid points, the partial dependence function incorrectly thinks it is dealing with a binary output and tries to drop one of them in an attempt to fetch only the positive class. The offending line... | 30,271 |
https://github.com/scikit-learn/scikit-learn/issues/30271 | [
"Bug"
] | partial_dependence errors when given only two grid points
### Describe the bug
In the nightly build, when given only two grid points, the partial dependence function incorrectly thinks it is dealing with a binary output and tries to drop one of them in an attempt to fetch only the positive class. The offending line... | 30,271 |
https://github.com/scikit-learn/scikit-learn/issues/30271 | [
"Bug"
] | partial_dependence errors when given only two grid points
### Describe the bug
In the nightly build, when given only two grid points, the partial dependence function incorrectly thinks it is dealing with a binary output and tries to drop one of them in an attempt to fetch only the positive class. The offending line... | 30,271 |
https://github.com/scikit-learn/scikit-learn/issues/30271 | [
"Bug"
] | partial_dependence errors when given only two grid points
### Describe the bug
In the nightly build, when given only two grid points, the partial dependence function incorrectly thinks it is dealing with a binary output and tries to drop one of them in an attempt to fetch only the positive class. The offending line... | 30,271 |
https://github.com/scikit-learn/scikit-learn/issues/30257 | [
"Blocker"
] | Estimator creating `_more_tags` and inheriting from `BaseEstimator` will not warn about old tag infrastructure
While making the code of `skrub` compatible with scikit-learn 1.6, I found that the following is really surprising:
```python
# %%
import numpy as np
from sklearn.base import BaseEstimator, RegressorMix... | 30,257 |
https://github.com/scikit-learn/scikit-learn/issues/30257 | [
"Blocker"
] | Estimator creating `_more_tags` and inheriting from `BaseEstimator` will not warn about old tag infrastructure
While making the code of `skrub` compatible with scikit-learn 1.6, I found that the following is really surprising:
```python
# %%
import numpy as np
from sklearn.base import BaseEstimator, RegressorMix... | 30,257 |
https://github.com/scikit-learn/scikit-learn/issues/30257 | [
"Blocker"
] | Estimator creating `_more_tags` and inheriting from `BaseEstimator` will not warn about old tag infrastructure
While making the code of `skrub` compatible with scikit-learn 1.6, I found that the following is really surprising:
```python
# %%
import numpy as np
from sklearn.base import BaseEstimator, RegressorMix... | 30,257 |
https://github.com/scikit-learn/scikit-learn/issues/30257 | [
"Blocker"
] | Estimator creating `_more_tags` and inheriting from `BaseEstimator` will not warn about old tag infrastructure
While making the code of `skrub` compatible with scikit-learn 1.6, I found that the following is really surprising:
```python
# %%
import numpy as np
from sklearn.base import BaseEstimator, RegressorMix... | 30,257 |
https://github.com/scikit-learn/scikit-learn/issues/30249 | [
"Bug",
"Needs Triage"
] | OrdinalEncoder not transforming nans as expected.
### Describe the bug
When fitting an OrdinalEncoder with a pandas Series that contains a nan, transforming an array containing only nans fails, even though nan is one of the OrdinalEncoder classes.
This seems similar to this issue https://github.com/scikit-learn/sc... | 30,249 |
https://github.com/scikit-learn/scikit-learn/issues/30249 | [
"Bug",
"Needs Triage"
] | OrdinalEncoder not transforming nans as expected.
### Describe the bug
When fitting an OrdinalEncoder with a pandas Series that contains a nan, transforming an array containing only nans fails, even though nan is one of the OrdinalEncoder classes.
This seems similar to this issue https://github.com/scikit-learn/sc... | 30,249 |
https://github.com/scikit-learn/scikit-learn/issues/30249 | [
"Bug",
"Needs Triage"
] | OrdinalEncoder not transforming nans as expected.
### Describe the bug
When fitting an OrdinalEncoder with a pandas Series that contains a nan, transforming an array containing only nans fails, even though nan is one of the OrdinalEncoder classes.
This seems similar to this issue https://github.com/scikit-learn/sc... | 30,249 |
https://github.com/scikit-learn/scikit-learn/issues/30249 | [
"Bug",
"Needs Triage"
] | OrdinalEncoder not transforming nans as expected.
### Describe the bug
When fitting an OrdinalEncoder with a pandas Series that contains a nan, transforming an array containing only nans fails, even though nan is one of the OrdinalEncoder classes.
This seems similar to this issue https://github.com/scikit-learn/sc... | 30,249 |
https://github.com/scikit-learn/scikit-learn/issues/30247 | [
"Documentation"
] | Notes to update the release process
This issue is used to consolidate the point that needs to be updated in the release process, notably due to the adoption of towncrier.
### RC release process:
- when requesting to bump the version number of `dev0` in `main`, we need to request changing the root RST file target... | 30,247 |
https://github.com/scikit-learn/scikit-learn/issues/30247 | [
"Documentation"
] | Notes to update the release process
This issue is used to consolidate the point that needs to be updated in the release process, notably due to the adoption of towncrier.
### RC release process:
- when requesting to bump the version number of `dev0` in `main`, we need to request changing the root RST file target... | 30,247 |
https://github.com/scikit-learn/scikit-learn/issues/30247 | [
"Documentation"
] | Notes to update the release process
This issue is used to consolidate the point that needs to be updated in the release process, notably due to the adoption of towncrier.
### RC release process:
- when requesting to bump the version number of `dev0` in `main`, we need to request changing the root RST file target... | 30,247 |
https://github.com/scikit-learn/scikit-learn/issues/30247 | [
"Documentation"
] | Notes to update the release process
This issue is used to consolidate the point that needs to be updated in the release process, notably due to the adoption of towncrier.
### RC release process:
- when requesting to bump the version number of `dev0` in `main`, we need to request changing the root RST file target... | 30,247 |
https://github.com/scikit-learn/scikit-learn/issues/30242 | [
"Documentation"
] | Missing link to how to install dev version on the top bar
We used to have a link to "how to install this dev version via nightly releases" when the user explores the `/dev/` version of the website. But now we have:
I'm no... | 30,242 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30240 | [
"Documentation",
"Needs Triage"
] | Clarification on Kruskal Stress as an Optimization Target in Metric and Non-metric MDS
### Describe the issue linked to the documentation
I am working on research involving the optimization targets used in metric and non-metric MDS, and I have some questions regarding how scikit-learn's implementation of MDS defines ... | 30,240 |
https://github.com/scikit-learn/scikit-learn/issues/30238 | [
"Bug",
"Easy",
"help wanted"
] | Missing format string arguments
This assertion error string is not properly formatted as the 2 format arguments `y_pred.shape` and `y.shape` are missing:
https://github.com/scikit-learn/scikit-learn/blob/551d56c254197c4b6ad63974d749824ed2c7bc58/sklearn/utils/estimator_checks.py#L2139
```python
assert y_pred.sha... | 30,238 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30237 | [
"Bug",
"Developer API"
] | BUG: Test collection for Transformer fails
### Describe the bug
On latest `scientific-python-nightly-wheels` wheel things were passing yesterday but [now we now get the following](https://github.com/mne-tools/mne-python/actions/runs/11720293695/job/32675716039#step:17:68) when [using parametrize_with_checks](https:... | 30,237 |
https://github.com/scikit-learn/scikit-learn/issues/30228 | [
"Developer API"
] | Have a common test in check_estimator checking for the right order of mixin inheritance
xref: https://github.com/scikit-learn/scikit-learn/pull/30227#pullrequestreview-2416421266
We should make sure it goes the right way, so that tags are set correctly, and to avoid other potential issues.
COMMENT:
I guess the mai... | 30,228 |
https://github.com/scikit-learn/scikit-learn/issues/30228 | [
"Developer API"
] | Have a common test in check_estimator checking for the right order of mixin inheritance
xref: https://github.com/scikit-learn/scikit-learn/pull/30227#pullrequestreview-2416421266
We should make sure it goes the right way, so that tags are set correctly, and to avoid other potential issues.
COMMENT:
Yeah the main c... | 30,228 |
https://github.com/scikit-learn/scikit-learn/issues/30225 | [
"Documentation",
"Needs Triage"
] | Label Encoder example typo
### Describe the issue linked to the documentation
In the [Label Encoder](https://scikit-learn.org/dev/modules/generated/sklearn.preprocessing.LabelEncoder.html) documentation, the example uses an array to demonstrate the functioning of label encoding. But the arrays used in fit and transfo... | 30,225 |
https://github.com/scikit-learn/scikit-learn/issues/30225 | [
"Documentation",
"Needs Triage"
] | Label Encoder example typo
### Describe the issue linked to the documentation
In the [Label Encoder](https://scikit-learn.org/dev/modules/generated/sklearn.preprocessing.LabelEncoder.html) documentation, the example uses an array to demonstrate the functioning of label encoding. But the arrays used in fit and transfo... | 30,225 |
https://github.com/scikit-learn/scikit-learn/issues/30225 | [
"Documentation",
"Needs Triage"
] | Label Encoder example typo
### Describe the issue linked to the documentation
In the [Label Encoder](https://scikit-learn.org/dev/modules/generated/sklearn.preprocessing.LabelEncoder.html) documentation, the example uses an array to demonstrate the functioning of label encoding. But the arrays used in fit and transfo... | 30,225 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30223 | [
"New Feature",
"Needs Decision"
] | Add Accumulated local effects (ALE) to inspection
### Describe the workflow you want to enable
I'd love to push the inspection module further by adding Accumulated local effects (ALE) from Apley 2020. A great description can be found in Christoph's online book https://christophm.github.io/interpretable-ml-book/ale.ht... | 30,223 |
https://github.com/scikit-learn/scikit-learn/issues/30222 | [
"Bug",
"Build / CI"
] | Changelog check on towncrier false positive case
Observed on this PR: https://github.com/scikit-learn/scikit-learn/pull/30209
This run: https://github.com/scikit-learn/scikit-learn/actions/runs/11681055082/job/32525320042?pr=30209
The PR needs to add PR number to existing changelog, and changes another affected ch... | 30,222 |
https://github.com/scikit-learn/scikit-learn/issues/30221 | [
"Documentation",
"Build / CI"
] | RFC Remove top level indentation from changelog entry files after towncrier
I just saw a PR where the changelog entry didn't have the top level indentation, i.e., it looks like this:
```
This is my multi line
change log
By Author
```
instead of
```
- This is my multi line
change log
By Author
```... | 30,221 |
https://github.com/scikit-learn/scikit-learn/issues/30221 | [
"Documentation",
"Build / CI"
] | RFC Remove top level indentation from changelog entry files after towncrier
I just saw a PR where the changelog entry didn't have the top level indentation, i.e., it looks like this:
```
This is my multi line
change log
By Author
```
instead of
```
- This is my multi line
change log
By Author
```... | 30,221 |
https://github.com/scikit-learn/scikit-learn/issues/30220 | [
"Build / CI"
] | Missing dev changelog from the rendered website after towncrier
We should add a step to the doc build CI where we render the changelog from the existing files, and have it also under the `dev` of the website as it was before.
This also helps checking rendered changelog from the PRs.
cc @lesteve @glemaitre
COMME... | 30,220 |
https://github.com/scikit-learn/scikit-learn/issues/30220 | [
"Build / CI"
] | Missing dev changelog from the rendered website after towncrier
We should add a step to the doc build CI where we render the changelog from the existing files, and have it also under the `dev` of the website as it was before.
This also helps checking rendered changelog from the PRs.
cc @lesteve @glemaitre
COMME... | 30,220 |
https://github.com/scikit-learn/scikit-learn/issues/30218 | [
"Documentation"
] | Add drawings to demonstrate Pipeline, ColumnTransformer, and FeatureUnion
### Describe the issue linked to the documentation
Several classes allow one to build a complete pipeline, namely Pipeline, ColumnTransformer and FeatureUnion. Those are documented at https://scikit-learn.org/stable/modules/compose.html, most... | 30,218 |
https://github.com/scikit-learn/scikit-learn/issues/30213 | [
"New Feature",
"module:gaussian_process",
"Needs Investigation"
] | Tuning `alpha` in `GaussianProcessRegressor`
### Describe the workflow you want to enable
In the [GaussianProcessRegressor](https://scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html), `alpha` stands for the likelihood variance of the targets given the inputs: $Y = f(X)... | 30,213 |
https://github.com/scikit-learn/scikit-learn/issues/30213 | [
"New Feature",
"module:gaussian_process",
"Needs Investigation"
] | Tuning `alpha` in `GaussianProcessRegressor`
### Describe the workflow you want to enable
In the [GaussianProcessRegressor](https://scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html), `alpha` stands for the likelihood variance of the targets given the inputs: $Y = f(X)... | 30,213 |
https://github.com/scikit-learn/scikit-learn/issues/30213 | [
"New Feature",
"module:gaussian_process",
"Needs Investigation"
] | Tuning `alpha` in `GaussianProcessRegressor`
### Describe the workflow you want to enable
In the [GaussianProcessRegressor](https://scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html), `alpha` stands for the likelihood variance of the targets given the inputs: $Y = f(X)... | 30,213 |
https://github.com/scikit-learn/scikit-learn/issues/30213 | [
"New Feature",
"module:gaussian_process",
"Needs Investigation"
] | Tuning `alpha` in `GaussianProcessRegressor`
### Describe the workflow you want to enable
In the [GaussianProcessRegressor](https://scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html), `alpha` stands for the likelihood variance of the targets given the inputs: $Y = f(X)... | 30,213 |
https://github.com/scikit-learn/scikit-learn/issues/30213 | [
"New Feature",
"module:gaussian_process",
"Needs Investigation"
] | Tuning `alpha` in `GaussianProcessRegressor`
### Describe the workflow you want to enable
In the [GaussianProcessRegressor](https://scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html), `alpha` stands for the likelihood variance of the targets given the inputs: $Y = f(X)... | 30,213 |
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