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/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28995 | [
"New Feature",
"API",
"Needs Decision",
"RFC",
"module:metrics"
] | Add "scoring" argument to estimator's ``score`` method
### Describe the workflow you want to enable
I want to enable non-accuracy metrics to ``estimator.score``, and ultimately deprecate the default values of ``accuracy`` and ``r2``. I would call it ``scoring`` though it's a bit redundant but consistent.
That woul... | 28,995 |
https://github.com/scikit-learn/scikit-learn/issues/28994 | [
"Documentation"
] | StratifiedShuffleSplit requires three copies of a lower class, rather than 2
### Describe the bug
When we want to use `StratifiedShuffleSplit` to train test split across classes, we would expect we need 2 samples of the lowest represented class: 1 for test, one for train. We don't get this: we need 3 samples of the... | 28,994 |
https://github.com/scikit-learn/scikit-learn/issues/28994 | [
"Documentation"
] | StratifiedShuffleSplit requires three copies of a lower class, rather than 2
### Describe the bug
When we want to use `StratifiedShuffleSplit` to train test split across classes, we would expect we need 2 samples of the lowest represented class: 1 for test, one for train. We don't get this: we need 3 samples of the... | 28,994 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28993 | [
"Bug"
] | MemoryLeak in `LogisticRession`
### Describe the bug
repro
* Repeatedly call `LogisticRegression().fit(X, y)` on same size feature matrix. Or run the attached repro-script.
expected
* The max memory allocated is steady regardless the number of train calls.
actual
* Memory usage grows linear with the number... | 28,993 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28985 | [
"Documentation",
"Needs Triage"
] | What about negative coefficients / feature weights?
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html#model-without-metadata-stripping
In this example, in the code for the function `plot_feature_effects` it sorts the... | 28,985 |
https://github.com/scikit-learn/scikit-learn/issues/28983 | [
"Bug",
"Needs Triage"
] | Saving and loading calibratedclassifierCV model (ensemble)
### Describe the bug
Unable to load the saved calibratedclassifierCV model to a pickle file (.pkl) trained with cv=n
as that is a list of models
### Steps/Code to Reproduce
calibratedclassifier.dump('model.pkl')
model= pickle.load('model.pkl')
### Expect... | 28,983 |
https://github.com/scikit-learn/scikit-learn/issues/28983 | [
"Bug",
"Needs Triage"
] | Saving and loading calibratedclassifierCV model (ensemble)
### Describe the bug
Unable to load the saved calibratedclassifierCV model to a pickle file (.pkl) trained with cv=n
as that is a list of models
### Steps/Code to Reproduce
calibratedclassifier.dump('model.pkl')
model= pickle.load('model.pkl')
### Expect... | 28,983 |
https://github.com/scikit-learn/scikit-learn/issues/28983 | [
"Bug",
"Needs Triage"
] | Saving and loading calibratedclassifierCV model (ensemble)
### Describe the bug
Unable to load the saved calibratedclassifierCV model to a pickle file (.pkl) trained with cv=n
as that is a list of models
### Steps/Code to Reproduce
calibratedclassifier.dump('model.pkl')
model= pickle.load('model.pkl')
### Expect... | 28,983 |
https://github.com/scikit-learn/scikit-learn/issues/28982 | [
"Enhancement"
] | Add zero_division for single class prediction in MCC
### Describe the bug
I have found a potential edge case issue with _sklearn.metrics.matthews_corrcoef_. The example provided in the documentation works as expected:
```python
from sklearn.metrics import matthews_corrcoef
matthews_corrcoef([1, 1, 1, -1], [1, -1... | 28,982 |
https://github.com/scikit-learn/scikit-learn/issues/28982 | [
"Enhancement"
] | Add zero_division for single class prediction in MCC
### Describe the bug
I have found a potential edge case issue with _sklearn.metrics.matthews_corrcoef_. The example provided in the documentation works as expected:
```python
from sklearn.metrics import matthews_corrcoef
matthews_corrcoef([1, 1, 1, -1], [1, -1... | 28,982 |
https://github.com/scikit-learn/scikit-learn/issues/28982 | [
"Enhancement"
] | Add zero_division for single class prediction in MCC
### Describe the bug
I have found a potential edge case issue with _sklearn.metrics.matthews_corrcoef_. The example provided in the documentation works as expected:
```python
from sklearn.metrics import matthews_corrcoef
matthews_corrcoef([1, 1, 1, -1], [1, -1... | 28,982 |
https://github.com/scikit-learn/scikit-learn/issues/28982 | [
"Enhancement"
] | Add zero_division for single class prediction in MCC
### Describe the bug
I have found a potential edge case issue with _sklearn.metrics.matthews_corrcoef_. The example provided in the documentation works as expected:
```python
from sklearn.metrics import matthews_corrcoef
matthews_corrcoef([1, 1, 1, -1], [1, -1... | 28,982 |
https://github.com/scikit-learn/scikit-learn/issues/28979 | [
"Documentation"
] | Documentation says scikit-learn latest versions still supports Python 3.8
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/install.html#installing-the-latest-release
"Scikit-learn 1.1 and later requires Python 3.8 or newer"
The latest versions of scikit-learn require Python 3.9 o... | 28,979 |
https://github.com/scikit-learn/scikit-learn/issues/28979 | [
"Documentation"
] | Documentation says scikit-learn latest versions still supports Python 3.8
### Describe the issue linked to the documentation
https://scikit-learn.org/stable/install.html#installing-the-latest-release
"Scikit-learn 1.1 and later requires Python 3.8 or newer"
The latest versions of scikit-learn require Python 3.9 o... | 28,979 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28978 | [
"Enhancement",
"Build / CI",
"free-threading"
] | Add support for Python 3.13 free-threaded build
I'm currently working on adding support for the Python 3.13 free-threaded build to projects in the scientific python ecosystem. We are tracking this work at https://github.com/Quansight-Labs/free-threaded-compatibility. Right now we're focusing on projects relatively low... | 28,978 |
https://github.com/scikit-learn/scikit-learn/issues/28977 | [
"Bug",
"free-threading"
] | Consider bumping C standard in meson.build from C99 to C17
### Describe the bug
Currently, trying to build scikit-learn with the python 3.13 free-threaded build leads to a compilation error related to usage of `static_assert` in CPython internals. This leaks into public code via cython's adding `#include "internal/py... | 28,977 |
https://github.com/scikit-learn/scikit-learn/issues/28977 | [
"Bug",
"free-threading"
] | Consider bumping C standard in meson.build from C99 to C17
### Describe the bug
Currently, trying to build scikit-learn with the python 3.13 free-threaded build leads to a compilation error related to usage of `static_assert` in CPython internals. This leaks into public code via cython's adding `#include "internal/py... | 28,977 |
https://github.com/scikit-learn/scikit-learn/issues/28976 | [
"Documentation",
"help wanted"
] | `min_samples` in HDSCAN
### Describe the issue linked to the documentation
I find the description of the `min_samples` argument in sklearn.cluster.HDBSCAN confusing.
It says "The number of samples in a neighborhood for a point to be considered as a core point. This includes the point itself."
But if I understan... | 28,976 |
https://github.com/scikit-learn/scikit-learn/issues/28976 | [
"Documentation",
"help wanted"
] | `min_samples` in HDSCAN
### Describe the issue linked to the documentation
I find the description of the `min_samples` argument in sklearn.cluster.HDBSCAN confusing.
It says "The number of samples in a neighborhood for a point to be considered as a core point. This includes the point itself."
But if I understan... | 28,976 |
https://github.com/scikit-learn/scikit-learn/issues/28976 | [
"Documentation",
"help wanted"
] | `min_samples` in HDSCAN
### Describe the issue linked to the documentation
I find the description of the `min_samples` argument in sklearn.cluster.HDBSCAN confusing.
It says "The number of samples in a neighborhood for a point to be considered as a core point. This includes the point itself."
But if I understan... | 28,976 |
https://github.com/scikit-learn/scikit-learn/issues/28970 | [
"New Feature",
"Needs Triage"
] | User Should Have An Option To Assign Different criterions With Different Percentage Of Trees In Random Forest
## Describe the workflow you want to enable
### **Detailed Explanation Of Proposed Workflow**
User can mention how many percentage of trees in `sklearn.ensemble.RandomForestClassifier` & `sklearn.ensembl... | 28,970 |
https://github.com/scikit-learn/scikit-learn/issues/28970 | [
"New Feature",
"Needs Triage"
] | User Should Have An Option To Assign Different criterions With Different Percentage Of Trees In Random Forest
## Describe the workflow you want to enable
### **Detailed Explanation Of Proposed Workflow**
User can mention how many percentage of trees in `sklearn.ensemble.RandomForestClassifier` & `sklearn.ensembl... | 28,970 |
https://github.com/scikit-learn/scikit-learn/issues/28970 | [
"New Feature",
"Needs Triage"
] | User Should Have An Option To Assign Different criterions With Different Percentage Of Trees In Random Forest
## Describe the workflow you want to enable
### **Detailed Explanation Of Proposed Workflow**
User can mention how many percentage of trees in `sklearn.ensemble.RandomForestClassifier` & `sklearn.ensembl... | 28,970 |
https://github.com/scikit-learn/scikit-learn/issues/28966 | [
"Documentation",
"Developer API"
] | Is it intention to drop `check_estimator_sparse_data` in 1.5?
### Describe the bug
While running the 1.5.0 release candidate, my collaborator @FBruzzesi on scikit-lego ran our testing suite and [noticed something breaking](https://github.com/FBruzzesi/scikit-lego/actions/runs/8975596456/job/24650556520). Here's the e... | 28,966 |
https://github.com/scikit-learn/scikit-learn/issues/28966 | [
"Documentation",
"Developer API"
] | Is it intention to drop `check_estimator_sparse_data` in 1.5?
### Describe the bug
While running the 1.5.0 release candidate, my collaborator @FBruzzesi on scikit-lego ran our testing suite and [noticed something breaking](https://github.com/FBruzzesi/scikit-lego/actions/runs/8975596456/job/24650556520). Here's the e... | 28,966 |
https://github.com/scikit-learn/scikit-learn/issues/28966 | [
"Documentation",
"Developer API"
] | Is it intention to drop `check_estimator_sparse_data` in 1.5?
### Describe the bug
While running the 1.5.0 release candidate, my collaborator @FBruzzesi on scikit-lego ran our testing suite and [noticed something breaking](https://github.com/FBruzzesi/scikit-lego/actions/runs/8975596456/job/24650556520). Here's the e... | 28,966 |
https://github.com/scikit-learn/scikit-learn/issues/28966 | [
"Documentation",
"Developer API"
] | Is it intention to drop `check_estimator_sparse_data` in 1.5?
### Describe the bug
While running the 1.5.0 release candidate, my collaborator @FBruzzesi on scikit-lego ran our testing suite and [noticed something breaking](https://github.com/FBruzzesi/scikit-lego/actions/runs/8975596456/job/24650556520). Here's the e... | 28,966 |
https://github.com/scikit-learn/scikit-learn/issues/28966 | [
"Documentation",
"Developer API"
] | Is it intention to drop `check_estimator_sparse_data` in 1.5?
### Describe the bug
While running the 1.5.0 release candidate, my collaborator @FBruzzesi on scikit-lego ran our testing suite and [noticed something breaking](https://github.com/FBruzzesi/scikit-lego/actions/runs/8975596456/job/24650556520). Here's the e... | 28,966 |
https://github.com/scikit-learn/scikit-learn/issues/28966 | [
"Documentation",
"Developer API"
] | Is it intention to drop `check_estimator_sparse_data` in 1.5?
### Describe the bug
While running the 1.5.0 release candidate, my collaborator @FBruzzesi on scikit-lego ran our testing suite and [noticed something breaking](https://github.com/FBruzzesi/scikit-lego/actions/runs/8975596456/job/24650556520). Here's the e... | 28,966 |
https://github.com/scikit-learn/scikit-learn/issues/28960 | [
"New Feature"
] | Base function to check if the model is a clusterer (analogous to `base.is_classifier()` and `base.is_regressor()`)?
### Discussed in https://github.com/scikit-learn/scikit-learn/discussions/28904
<div type='discussions-op-text'>
<sup>Originally posted by **aoot** April 26, 2024</sup>
According to [the note on f... | 28,960 |
https://github.com/scikit-learn/scikit-learn/issues/28960 | [
"New Feature"
] | Base function to check if the model is a clusterer (analogous to `base.is_classifier()` and `base.is_regressor()`)?
### Discussed in https://github.com/scikit-learn/scikit-learn/discussions/28904
<div type='discussions-op-text'>
<sup>Originally posted by **aoot** April 26, 2024</sup>
According to [the note on f... | 28,960 |
https://github.com/scikit-learn/scikit-learn/issues/28960 | [
"New Feature"
] | Base function to check if the model is a clusterer (analogous to `base.is_classifier()` and `base.is_regressor()`)?
### Discussed in https://github.com/scikit-learn/scikit-learn/discussions/28904
<div type='discussions-op-text'>
<sup>Originally posted by **aoot** April 26, 2024</sup>
According to [the note on f... | 28,960 |
https://github.com/scikit-learn/scikit-learn/issues/28960 | [
"New Feature"
] | Base function to check if the model is a clusterer (analogous to `base.is_classifier()` and `base.is_regressor()`)?
### Discussed in https://github.com/scikit-learn/scikit-learn/discussions/28904
<div type='discussions-op-text'>
<sup>Originally posted by **aoot** April 26, 2024</sup>
According to [the note on f... | 28,960 |
https://github.com/scikit-learn/scikit-learn/issues/28959 | [
"Numerical Stability"
] | Local testing of global_random_seed is not enough
When adding ``global_random_seed`` to a test, it's not enough to check it locally, i.e. on a single machine. Numerical precision issues can come from various factors like OS, CPU, BLAS, ...
When adding ``global_random_seed``, it's important to test **all** random se... | 28,959 |
https://github.com/scikit-learn/scikit-learn/issues/28959 | [
"Numerical Stability"
] | Local testing of global_random_seed is not enough
When adding ``global_random_seed`` to a test, it's not enough to check it locally, i.e. on a single machine. Numerical precision issues can come from various factors like OS, CPU, BLAS, ...
When adding ``global_random_seed``, it's important to test **all** random se... | 28,959 |
https://github.com/scikit-learn/scikit-learn/issues/28959 | [
"Numerical Stability"
] | Local testing of global_random_seed is not enough
When adding ``global_random_seed`` to a test, it's not enough to check it locally, i.e. on a single machine. Numerical precision issues can come from various factors like OS, CPU, BLAS, ...
When adding ``global_random_seed``, it's important to test **all** random se... | 28,959 |
https://github.com/scikit-learn/scikit-learn/issues/28959 | [
"Numerical Stability"
] | Local testing of global_random_seed is not enough
When adding ``global_random_seed`` to a test, it's not enough to check it locally, i.e. on a single machine. Numerical precision issues can come from various factors like OS, CPU, BLAS, ...
When adding ``global_random_seed``, it's important to test **all** random se... | 28,959 |
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