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/29199 | [
"Documentation"
] | Inconsistency regarding Poisson regression in decision tree user guide doc
### Inconsistency about criterion in Decision Tree Regressor
Hi! I was revising scitkit-learn User guide about Decision Tree regressors and I found an inconsistency. In 1.10.7.2. Regression criteria it is mentioned **Poisson Deviance**. How... | 29,199 |
https://github.com/scikit-learn/scikit-learn/issues/29195 | [
"Documentation",
"Needs Triage"
] | Mistake on "Choosing the right estimator" in latest documentation
### Describe the issue linked to the documentation
On the latest stable version (1.5.0) of the documentation, on the [Choosing the right estimator](https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html#choosing-the-right-estimator) s... | 29,195 |
https://github.com/scikit-learn/scikit-learn/issues/29192 | [
"Needs Triage"
] | test_covariance FAILED
I build 1.3.0 and 1.3.1 and get this error:
```
sklearn/covariance/tests/test_covariance.py::test_covariance FAILED [ 9%]
=================================================== FAILURES ===================================================
_________________... | 29,192 |
https://github.com/scikit-learn/scikit-learn/issues/29189 | [
"Needs Triage"
] | ⚠️ CI failed on Linux_nogil.pylatest_pip_nogil (last failure: Jun 10, 2024) ⚠️
**CI is still failing on [Linux_nogil.pylatest_pip_nogil](https://dev.azure.com/scikit-learn/scikit-learn/_build/results?buildId=67402&view=logs&j=67fbb25f-e417-50be-be55-3b1e9637fce5)** (Jun 10, 2024)
Unable to find junit file. Please see ... | 29,189 |
https://github.com/scikit-learn/scikit-learn/issues/29189 | [
"Needs Triage"
] | ⚠️ CI failed on Linux_nogil.pylatest_pip_nogil (last failure: Jun 10, 2024) ⚠️
**CI is still failing on [Linux_nogil.pylatest_pip_nogil](https://dev.azure.com/scikit-learn/scikit-learn/_build/results?buildId=67402&view=logs&j=67fbb25f-e417-50be-be55-3b1e9637fce5)** (Jun 10, 2024)
Unable to find junit file. Please see ... | 29,189 |
https://github.com/scikit-learn/scikit-learn/issues/29189 | [
"Needs Triage"
] | ⚠️ CI failed on Linux_nogil.pylatest_pip_nogil (last failure: Jun 10, 2024) ⚠️
**CI is still failing on [Linux_nogil.pylatest_pip_nogil](https://dev.azure.com/scikit-learn/scikit-learn/_build/results?buildId=67402&view=logs&j=67fbb25f-e417-50be-be55-3b1e9637fce5)** (Jun 10, 2024)
Unable to find junit file. Please see ... | 29,189 |
https://github.com/scikit-learn/scikit-learn/issues/29189 | [
"Needs Triage"
] | ⚠️ CI failed on Linux_nogil.pylatest_pip_nogil (last failure: Jun 10, 2024) ⚠️
**CI is still failing on [Linux_nogil.pylatest_pip_nogil](https://dev.azure.com/scikit-learn/scikit-learn/_build/results?buildId=67402&view=logs&j=67fbb25f-e417-50be-be55-3b1e9637fce5)** (Jun 10, 2024)
Unable to find junit file. Please see ... | 29,189 |
https://github.com/scikit-learn/scikit-learn/issues/29182 | [
"Bug"
] | Validation step fails when trying to set WRITEABLE flag to True
### Describe the bug
Original issue: https://github.com/kedro-org/kedro/issues/3674
Relates to https://github.com/scikit-learn/scikit-learn/issues/28824, https://github.com/scikit-learn/scikit-learn/pull/29103, https://github.com/scikit-learn/scikit... | 29,182 |
https://github.com/scikit-learn/scikit-learn/issues/29182 | [
"Bug"
] | Validation step fails when trying to set WRITEABLE flag to True
### Describe the bug
Original issue: https://github.com/kedro-org/kedro/issues/3674
Relates to https://github.com/scikit-learn/scikit-learn/issues/28824, https://github.com/scikit-learn/scikit-learn/pull/29103, https://github.com/scikit-learn/scikit... | 29,182 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29169 | [
"API",
"RFC"
] | RFC make response / inverse link / activation function official
With questions like #29163 and with the private loss functions #15123 (almost everywhere) in place, I would like to discuss to make the inverse link function public.
Models like LogisticRegression or HistGradientBoostingRegressor(loss="poisson") have p... | 29,169 |
https://github.com/scikit-learn/scikit-learn/issues/29168 | [
"Bug",
"Needs Triage"
] | Unable to use TunedThresholdClassifierCV' in kaggle
### Describe the bug
Unable to use TunedThresholdClassifierCV' in Kaggle
### Steps/Code to Reproduce
from sklearn.datasets import make_classification
from sklearn.ensemble import RandomForestClassifier
from sklearn.metrics import classification_report
from skl... | 29,168 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29167 | [
"Documentation",
"Moderate"
] | DOC Beginners Tutorial
We need to have a section in our user guide introducing new users to a few concepts similar to what was present in our basics tutorial: https://github.com/scikit-learn/scikit-learn/blob/bc7e52ad7379fd8138418619a1cb0aeef07896a9/doc/tutorial/basic/tutorial.rst
This can go into our "Getting Star... | 29,167 |
https://github.com/scikit-learn/scikit-learn/issues/29163 | [
"Documentation"
] | Explain how predict_proba is computed from (Hist)GradientBoostingClassifier
### Describe the issue linked to the documentation
I think users would find it useful to see how class probabilities are computed for gradient boosting classifiers 😊 Tried to look into the source but could not understand it. Would be up to... | 29,163 |
https://github.com/scikit-learn/scikit-learn/issues/29163 | [
"Documentation"
] | Explain how predict_proba is computed from (Hist)GradientBoostingClassifier
### Describe the issue linked to the documentation
I think users would find it useful to see how class probabilities are computed for gradient boosting classifiers 😊 Tried to look into the source but could not understand it. Would be up to... | 29,163 |
https://github.com/scikit-learn/scikit-learn/issues/29163 | [
"Documentation"
] | Explain how predict_proba is computed from (Hist)GradientBoostingClassifier
### Describe the issue linked to the documentation
I think users would find it useful to see how class probabilities are computed for gradient boosting classifiers 😊 Tried to look into the source but could not understand it. Would be up to... | 29,163 |
https://github.com/scikit-learn/scikit-learn/issues/29163 | [
"Documentation"
] | Explain how predict_proba is computed from (Hist)GradientBoostingClassifier
### Describe the issue linked to the documentation
I think users would find it useful to see how class probabilities are computed for gradient boosting classifiers 😊 Tried to look into the source but could not understand it. Would be up to... | 29,163 |
https://github.com/scikit-learn/scikit-learn/issues/29163 | [
"Documentation"
] | Explain how predict_proba is computed from (Hist)GradientBoostingClassifier
### Describe the issue linked to the documentation
I think users would find it useful to see how class probabilities are computed for gradient boosting classifiers 😊 Tried to look into the source but could not understand it. Would be up to... | 29,163 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29157 | [
"Bug",
"Regression",
"module:model_selection"
] | TypeError when fitting GridSearchCV or RandomizedSearchCV with OrdinalEncoder and OneHotEncoder in parameters grid
### Describe the bug
Having both `OrdinalEncoder` and `OneHotEncoder` inside the parameters grid to be used by the `GridSearchCV` or `RandomizedSearchCV` results in the following error: `TypeError: flo... | 29,157 |
https://github.com/scikit-learn/scikit-learn/issues/29152 | [
"Documentation",
"Low Priority"
] | Slightly weird installation buttons maybe due to pydata-sphinx-theme 1.5.3?
### Describe the issue linked to the documentation
I recently browsed the dev website curious to see if I could spot differences after https://github.com/scikit-learn/scikit-learn/pull/29134 was merged.
Maybe it's just me, but I found th... | 29,152 |
https://github.com/scikit-learn/scikit-learn/issues/29152 | [
"Documentation",
"Low Priority"
] | Slightly weird installation buttons maybe due to pydata-sphinx-theme 1.5.3?
### Describe the issue linked to the documentation
I recently browsed the dev website curious to see if I could spot differences after https://github.com/scikit-learn/scikit-learn/pull/29134 was merged.
Maybe it's just me, but I found th... | 29,152 |
https://github.com/scikit-learn/scikit-learn/issues/29152 | [
"Documentation",
"Low Priority"
] | Slightly weird installation buttons maybe due to pydata-sphinx-theme 1.5.3?
### Describe the issue linked to the documentation
I recently browsed the dev website curious to see if I could spot differences after https://github.com/scikit-learn/scikit-learn/pull/29134 was merged.
Maybe it's just me, but I found th... | 29,152 |
https://github.com/scikit-learn/scikit-learn/issues/29152 | [
"Documentation",
"Low Priority"
] | Slightly weird installation buttons maybe due to pydata-sphinx-theme 1.5.3?
### Describe the issue linked to the documentation
I recently browsed the dev website curious to see if I could spot differences after https://github.com/scikit-learn/scikit-learn/pull/29134 was merged.
Maybe it's just me, but I found th... | 29,152 |
https://github.com/scikit-learn/scikit-learn/issues/29152 | [
"Documentation",
"Low Priority"
] | Slightly weird installation buttons maybe due to pydata-sphinx-theme 1.5.3?
### Describe the issue linked to the documentation
I recently browsed the dev website curious to see if I could spot differences after https://github.com/scikit-learn/scikit-learn/pull/29134 was merged.
Maybe it's just me, but I found th... | 29,152 |
https://github.com/scikit-learn/scikit-learn/issues/29152 | [
"Documentation",
"Low Priority"
] | Slightly weird installation buttons maybe due to pydata-sphinx-theme 1.5.3?
### Describe the issue linked to the documentation
I recently browsed the dev website curious to see if I could spot differences after https://github.com/scikit-learn/scikit-learn/pull/29134 was merged.
Maybe it's just me, but I found th... | 29,152 |
https://github.com/scikit-learn/scikit-learn/issues/29147 | [
"Bug",
"Needs Triage"
] | Facing issue while installing abcpy
### Describe the bug
While installing abcpy package it has dependency package for scikit-learn which is already installed. But while it is installing it is searching for deprecated package name which is 'sklearn'. Error is showing like this:
![image](https://github.com/scikit-le... | 29,147 |
https://github.com/scikit-learn/scikit-learn/issues/29147 | [
"Bug",
"Needs Triage"
] | Facing issue while installing abcpy
### Describe the bug
While installing abcpy package it has dependency package for scikit-learn which is already installed. But while it is installing it is searching for deprecated package name which is 'sklearn'. Error is showing like this:
![image](https://github.com/scikit-le... | 29,147 |
https://github.com/scikit-learn/scikit-learn/issues/29147 | [
"Bug",
"Needs Triage"
] | Facing issue while installing abcpy
### Describe the bug
While installing abcpy package it has dependency package for scikit-learn which is already installed. But while it is installing it is searching for deprecated package name which is 'sklearn'. Error is showing like this:
![image](https://github.com/scikit-le... | 29,147 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29145 | [
"Bug",
"Needs Reproducible Code"
] | V1.5 randomly hangs on import
### Describe the bug
Since upgrading to version 1.5.0 we are seeing issues where the process stalls on import. Through a core dump, it appears to be locking up [here](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/__init__.py#L154). We run hundreds of processes in paralle... | 29,145 |
https://github.com/scikit-learn/scikit-learn/issues/29137 | [
"Bug",
"Needs Triage"
] | GridSearchCV fails if search space contains parameters of a complex type
### Describe the bug
GridSearchCV fails at the last step in `_format_results()`, if the parameter is of a complex type, such as a dict with mixed key types of a string and a number.
In the code below, the code works for
```python
param_grid=d... | 29,137 |
https://github.com/scikit-learn/scikit-learn/issues/29137 | [
"Bug",
"Needs Triage"
] | GridSearchCV fails if search space contains parameters of a complex type
### Describe the bug
GridSearchCV fails at the last step in `_format_results()`, if the parameter is of a complex type, such as a dict with mixed key types of a string and a number.
In the code below, the code works for
```python
param_grid=d... | 29,137 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29133 | [
"New Feature",
"Performance",
"help wanted",
"Hard"
] | FEAT Allow the vector-form representation of symetric distance matrices as input
### Describe the workflow you want to enable
I would like to calculate the upper triangle of a distance from `scipy.spatial.distance.pdist` instead of the redundant and memory intensive version from `sklearn.metrics.pairwise_distances`... | 29,133 |
https://github.com/scikit-learn/scikit-learn/issues/29127 | [
"Bug",
"Needs Triage"
] | t-SNE Kernel Crash
### Describe the bug
TSNE `fit_transform` leads in rare cases to a Kernel crash. I was able to reproduce it locally on my Mac, on Google Colab as well as in a GitHub Actions pipeline (Ubuntu).
The error message doesn't mention a specific reason:
`[error] Disposing session as kernel process die... | 29,127 |
https://github.com/scikit-learn/scikit-learn/issues/29127 | [
"Bug",
"Needs Triage"
] | t-SNE Kernel Crash
### Describe the bug
TSNE `fit_transform` leads in rare cases to a Kernel crash. I was able to reproduce it locally on my Mac, on Google Colab as well as in a GitHub Actions pipeline (Ubuntu).
The error message doesn't mention a specific reason:
`[error] Disposing session as kernel process die... | 29,127 |
https://github.com/scikit-learn/scikit-learn/issues/29122 | [
"New Feature",
"Needs Triage"
] | Pre-Built Dataset-Specific Pipelines for scikit-learn/ML Beginners
### Describe the workflow you want to enable
I would be fine allowing anyone else to contribute along with this series of pre-built pipelines or simply being the first to make one for one of the already included datasets in scikit-learn.
### Desc... | 29,122 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29117 | [
"Bug",
"Documentation"
] | Request to update "Choosing the Right Estimator" Graphic (scikit-learn algorithm cheat sheet)
### Describe the issue linked to the documentation
As in the documented map here - https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
The path after `Predicting a category` (When "YES") goes to both ... | 29,117 |
https://github.com/scikit-learn/scikit-learn/issues/29111 | [
"Bug",
"Needs Info"
] | ColumnTransformer ignores certain column t
### Describe the bug
I have a series of fitted CountVectorizers each will preprocess a column of the dataframe. However when putting them in ColumnTransformer, a few CountVecrotizers were given the whole dataframe rather than just the column it is supposed to process.
#... | 29,111 |
https://github.com/scikit-learn/scikit-learn/issues/29111 | [
"Bug",
"Needs Info"
] | ColumnTransformer ignores certain column t
### Describe the bug
I have a series of fitted CountVectorizers each will preprocess a column of the dataframe. However when putting them in ColumnTransformer, a few CountVecrotizers were given the whole dataframe rather than just the column it is supposed to process.
#... | 29,111 |
https://github.com/scikit-learn/scikit-learn/issues/29107 | [
"Bug",
"Regression",
"Array API"
] | Incorrect invalid device error introduced in #25956
### Describe the bug
#25956 introduced a new `sklearn.utils._array_api._check_device_cpu` function to test whether a tensor is on CPU. However, the implementation of the test, which is `device not in {"cpu", None}`, is incorrect -- the device will actually not be ... | 29,107 |
https://github.com/scikit-learn/scikit-learn/issues/29107 | [
"Bug",
"Regression",
"Array API"
] | Incorrect invalid device error introduced in #25956
### Describe the bug
#25956 introduced a new `sklearn.utils._array_api._check_device_cpu` function to test whether a tensor is on CPU. However, the implementation of the test, which is `device not in {"cpu", None}`, is incorrect -- the device will actually not be ... | 29,107 |
https://github.com/scikit-learn/scikit-learn/issues/29107 | [
"Bug",
"Regression",
"Array API"
] | Incorrect invalid device error introduced in #25956
### Describe the bug
#25956 introduced a new `sklearn.utils._array_api._check_device_cpu` function to test whether a tensor is on CPU. However, the implementation of the test, which is `device not in {"cpu", None}`, is incorrect -- the device will actually not be ... | 29,107 |
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