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/27829 | [
"Bug",
"help wanted"
] | Different HDBSCAN clusters from scikit-learn and scikit-learn-contrib packages
### Describe the bug
The `HDBSCAN()` functions provided by [scikit-learn-contrib/hdbscan](https://github.com/scikit-learn-contrib/hdbscan) and this package can give different clustering results, e.g. when using the **`cluster_selection_eps... | 27,829 |
https://github.com/scikit-learn/scikit-learn/issues/27820 | [
"Bug",
"Needs Triage"
] | Issue with MeanShift?
### Describe the bug
Since I updated to python 3.11, Meanshift through me an error....
### Steps/Code to Reproduce
```python
from sklearn.cluster import MeanShift
import numpy as np
X = np.array([[1, 1], [2, 1], [1, 0],
[4, 7], [3, 5], [3, 6]])
clustering = MeanShift... | 27,820 |
https://github.com/scikit-learn/scikit-learn/issues/27820 | [
"Bug",
"Needs Triage"
] | Issue with MeanShift?
### Describe the bug
Since I updated to python 3.11, Meanshift through me an error....
### Steps/Code to Reproduce
```python
from sklearn.cluster import MeanShift
import numpy as np
X = np.array([[1, 1], [2, 1], [1, 0],
[4, 7], [3, 5], [3, 6]])
clustering = MeanShift... | 27,820 |
https://github.com/scikit-learn/scikit-learn/issues/27819 | [
"New Feature",
"Needs Triage"
] | Is it a good idea to have different definitions of cluster radius for BIRCH?
### Describe the workflow you want to enable
I want to enable different definitions of cluster radius, i.e., `threshold`, for `BIRCH` clustering algorithm implemented in scikit-learn. The cluster radius, i.e., `threshold` is arguably one of ... | 27,819 |
https://github.com/scikit-learn/scikit-learn/issues/27814 | [
"Bug"
] | RandomForestRegressor having problem with integer-values targets: The type of target cannot be used to compute OOB estimates
### Describe the bug
When having:
- RandomForestRegressor
- Multiple targets
- integer values only (e.g., 1.0, 2.0, 3.0, ...) in the targets
- oob_score=True
The check in `BaseForest` wi... | 27,814 |
https://github.com/scikit-learn/scikit-learn/issues/27808 | [
"New Feature"
] | TransformedTargetRegressor with Early Stopping: transforming user-supplied validation sets in fit_params, too
### Describe the workflow you want to enable
Many advanced regressors (CatBoost, XGBoost, LightGBM to name a few) support providing custom early stopping dataset(s) to their **fit** methods. Not all of them... | 27,808 |
https://github.com/scikit-learn/scikit-learn/issues/27808 | [
"New Feature"
] | TransformedTargetRegressor with Early Stopping: transforming user-supplied validation sets in fit_params, too
### Describe the workflow you want to enable
Many advanced regressors (CatBoost, XGBoost, LightGBM to name a few) support providing custom early stopping dataset(s) to their **fit** methods. Not all of them... | 27,808 |
https://github.com/scikit-learn/scikit-learn/issues/27808 | [
"New Feature"
] | TransformedTargetRegressor with Early Stopping: transforming user-supplied validation sets in fit_params, too
### Describe the workflow you want to enable
Many advanced regressors (CatBoost, XGBoost, LightGBM to name a few) support providing custom early stopping dataset(s) to their **fit** methods. Not all of them... | 27,808 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27806 | [
"Bug"
] | BUG: pytest error when loading conftest (seemingly platform-specific)
### Describe the bug
I'm seeing errors on my Windows machine when running `pytest` (does not work with only `pytest`, and does not work for directories that has `conftest.py`). This seems to be a platform-specific problem, since CI is not complai... | 27,806 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27795 | [
"Needs Decision",
"Needs Benchmarks"
] | Enable parallel sklearn.feature_selection.mutual_info_regression
### Describe the workflow you want to enable
I can raise the PR if someone is willing to review and potentially merge.
```
from sklearn.feature_selection import mutual_info_regression
mutual_info = mutual_info_regression(X, y, n_jobs = -1)
```
### ... | 27,795 |
https://github.com/scikit-learn/scikit-learn/issues/27788 | [
"Bug",
"Needs Triage"
] | AgglomerativeClustering not using cache
### Describe the bug
Hi,
When trying to run `AgglomerativeClustering` on a precomputed distance matrix, cache is not used.
Tried both `memory='path/to/somewhere'` and `memory=joblib.Memory('path/to/somewhere')`
Cache directory is created, and filled with some 20kb of code... | 27,788 |
https://github.com/scikit-learn/scikit-learn/issues/27782 | [
"Bug",
"Needs Triage"
] | Floating Point Precision in RandomForestClassifier is only `1e-7` despite `numpy.float64`
### Describe the bug
When training the classifier, the precision is only about `1e-7`.
This is true even when the `train_X` is of data type `numpy.float64`.
### Steps/Code to Reproduce
```python
import numpy as np
from sk... | 27,782 |
https://github.com/scikit-learn/scikit-learn/issues/27778 | [
"Enhancement"
] | check_regressor_multioutput does not allow np.float32 predictions
### Describe the bug
When testing my scikit-learn interface for my NN regressor, `check_regressor_multioutput` fails with an
`AssertionError: Multioutput predictions by a regressor are expected to be floating-point precision. Got float32 instead`
T... | 27,778 |
https://github.com/scikit-learn/scikit-learn/issues/27778 | [
"Enhancement"
] | check_regressor_multioutput does not allow np.float32 predictions
### Describe the bug
When testing my scikit-learn interface for my NN regressor, `check_regressor_multioutput` fails with an
`AssertionError: Multioutput predictions by a regressor are expected to be floating-point precision. Got float32 instead`
T... | 27,778 |
https://github.com/scikit-learn/scikit-learn/issues/27778 | [
"Enhancement"
] | check_regressor_multioutput does not allow np.float32 predictions
### Describe the bug
When testing my scikit-learn interface for my NN regressor, `check_regressor_multioutput` fails with an
`AssertionError: Multioutput predictions by a regressor are expected to be floating-point precision. Got float32 instead`
T... | 27,778 |
https://github.com/scikit-learn/scikit-learn/issues/27778 | [
"Enhancement"
] | check_regressor_multioutput does not allow np.float32 predictions
### Describe the bug
When testing my scikit-learn interface for my NN regressor, `check_regressor_multioutput` fails with an
`AssertionError: Multioutput predictions by a regressor are expected to be floating-point precision. Got float32 instead`
T... | 27,778 |
https://github.com/scikit-learn/scikit-learn/issues/27778 | [
"Enhancement"
] | check_regressor_multioutput does not allow np.float32 predictions
### Describe the bug
When testing my scikit-learn interface for my NN regressor, `check_regressor_multioutput` fails with an
`AssertionError: Multioutput predictions by a regressor are expected to be floating-point precision. Got float32 instead`
T... | 27,778 |
https://github.com/scikit-learn/scikit-learn/issues/27777 | [
"help wanted"
] | HuberRegressor failed with ABNORMAL_TERMINATION_IN_LNSRCH on simple dataset
### Describe the bug
sklearn linear_model HuberRegressor fails with a very simple dataset.
The code below fails with ValueError: HuberRegressor convergence failed: l-BFGS-b solver terminated with ABNORMAL_TERMINATION_IN_LNSRCH
##... | 27,777 |
https://github.com/scikit-learn/scikit-learn/issues/27777 | [
"help wanted"
] | HuberRegressor failed with ABNORMAL_TERMINATION_IN_LNSRCH on simple dataset
### Describe the bug
sklearn linear_model HuberRegressor fails with a very simple dataset.
The code below fails with ValueError: HuberRegressor convergence failed: l-BFGS-b solver terminated with ABNORMAL_TERMINATION_IN_LNSRCH
##... | 27,777 |
https://github.com/scikit-learn/scikit-learn/issues/27777 | [
"help wanted"
] | HuberRegressor failed with ABNORMAL_TERMINATION_IN_LNSRCH on simple dataset
### Describe the bug
sklearn linear_model HuberRegressor fails with a very simple dataset.
The code below fails with ValueError: HuberRegressor convergence failed: l-BFGS-b solver terminated with ABNORMAL_TERMINATION_IN_LNSRCH
##... | 27,777 |
https://github.com/scikit-learn/scikit-learn/issues/27777 | [
"help wanted"
] | HuberRegressor failed with ABNORMAL_TERMINATION_IN_LNSRCH on simple dataset
### Describe the bug
sklearn linear_model HuberRegressor fails with a very simple dataset.
The code below fails with ValueError: HuberRegressor convergence failed: l-BFGS-b solver terminated with ABNORMAL_TERMINATION_IN_LNSRCH
##... | 27,777 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27776 | [
"Bug"
] | HDBSCAN's `max_cluster_size` parameter has no effect
### Describe the bug
I am trying to apply HDBSCAN to a dataset in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).
As an example, I will generate the... | 27,776 |
https://github.com/scikit-learn/scikit-learn/issues/27775 | [
"Documentation"
] | DOC: incorrect rendering for d(\\cdot, \\cdot)
### Describe the issue linked to the documentation
Documentation for [ExpSineSquared gaussian process kernel](https://scikit-learn.org/dev/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html) displays d(\\cdot, \\cdot) as d(cdot, cdot)
![Screensho... | 27,775 |
https://github.com/scikit-learn/scikit-learn/issues/27775 | [
"Documentation"
] | DOC: incorrect rendering for d(\\cdot, \\cdot)
### Describe the issue linked to the documentation
Documentation for [ExpSineSquared gaussian process kernel](https://scikit-learn.org/dev/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html) displays d(\\cdot, \\cdot) as d(cdot, cdot)
![Screensho... | 27,775 |
https://github.com/scikit-learn/scikit-learn/issues/27775 | [
"Documentation"
] | DOC: incorrect rendering for d(\\cdot, \\cdot)
### Describe the issue linked to the documentation
Documentation for [ExpSineSquared gaussian process kernel](https://scikit-learn.org/dev/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html) displays d(\\cdot, \\cdot) as d(cdot, cdot)
![Screensho... | 27,775 |
https://github.com/scikit-learn/scikit-learn/issues/27768 | [
"Needs Triage"
] | Is the MSE Criterion of DecisionTreeRegressor right ?
### Discussed in https://github.com/scikit-learn/scikit-learn/discussions/27765
<div type='discussions-op-text'>
<sup>Originally posted by **IceCapriccio** November 13, 2023</sup>
```py
cdef int init(
self,
const DOUBLE_t[:, ::1] y,
... | 27,768 |
https://github.com/scikit-learn/scikit-learn/issues/27768 | [
"Needs Triage"
] | Is the MSE Criterion of DecisionTreeRegressor right ?
### Discussed in https://github.com/scikit-learn/scikit-learn/discussions/27765
<div type='discussions-op-text'>
<sup>Originally posted by **IceCapriccio** November 13, 2023</sup>
```py
cdef int init(
self,
const DOUBLE_t[:, ::1] y,
... | 27,768 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27767 | [
"Build / CI",
"cython",
"C/C++"
] | EFF Reduce the size of shared objects of the C-extensions generated by Cython
### Context
scikit-learn uses C-extensions in critical part of its implementations via Cython.
Each C-entension is build from one or several Cython translation unit (a `.pyx` file with a potential `.pxd` companion file).
In scikit-... | 27,767 |
https://github.com/scikit-learn/scikit-learn/issues/27764 | [
"Needs Triage"
] | conda.core.link:_execute(945): An error occurred while installing package 'defaults::scikit-learn-1.2.0-py39hd77b12b_0'
Does anyone know how to deal with this error? I’m using the Win... | 27,764 |
https://github.com/scikit-learn/scikit-learn/issues/27764 | [
"Needs Triage"
] | conda.core.link:_execute(945): An error occurred while installing package 'defaults::scikit-learn-1.2.0-py39hd77b12b_0'
Does anyone know how to deal with this error? I’m using the Win... | 27,764 |
https://github.com/scikit-learn/scikit-learn/issues/27764 | [
"Needs Triage"
] | conda.core.link:_execute(945): An error occurred while installing package 'defaults::scikit-learn-1.2.0-py39hd77b12b_0'
Does anyone know how to deal with this error? I’m using the Win... | 27,764 |
https://github.com/scikit-learn/scikit-learn/issues/27756 | [
"Bug",
"Needs Triage"
] | SystemError: initialization of beta_ufunc raised unreported exception
### Describe the bug
I have a 2D array of points and I want to cluster it. I have used the DBSCAN method. The main function is in C++ and the DBSCAN method is in Python. I have written an interface between both. The code is running fine but it give... | 27,756 |
https://github.com/scikit-learn/scikit-learn/issues/27754 | [
"Bug",
"Needs Triage"
] | `check_estimator`s `check_estimators_pickle` fails on Prescott architecture
### Describe the bug
On machines with the Prescott architecture, tests using `check_estimator` unexpectedly fail due to #23994, which forces `aligned=True`. To my mind, this makes little sense as an estimator cannot be aligned which only ma... | 27,754 |
https://github.com/scikit-learn/scikit-learn/issues/27754 | [
"Bug",
"Needs Triage"
] | `check_estimator`s `check_estimators_pickle` fails on Prescott architecture
### Describe the bug
On machines with the Prescott architecture, tests using `check_estimator` unexpectedly fail due to #23994, which forces `aligned=True`. To my mind, this makes little sense as an estimator cannot be aligned which only ma... | 27,754 |
https://github.com/scikit-learn/scikit-learn/issues/27754 | [
"Bug",
"Needs Triage"
] | `check_estimator`s `check_estimators_pickle` fails on Prescott architecture
### Describe the bug
On machines with the Prescott architecture, tests using `check_estimator` unexpectedly fail due to #23994, which forces `aligned=True`. To my mind, this makes little sense as an estimator cannot be aligned which only ma... | 27,754 |
https://github.com/scikit-learn/scikit-learn/issues/27753 | [
"Bug",
"Needs Triage"
] | help support
### Describe the bug
i'm using pycaret with scikit-learn but it only uses scikit-learn 1.2.2.
could anyone send a pull-request with changes to support scikit-learn 1.3 ?
https://github.com/pycaret/pycaret/
### Steps/Code to Reproduce
.
### Expected Results
.
### Actual Results
.
### Versions
``... | 27,753 |
https://github.com/scikit-learn/scikit-learn/issues/27752 | [
"Bug",
"Needs Triage"
] | cross_validate error? when processing regression estiamtor.
### Describe the bug
The test_score return by cross_validate is not equal to the estimator.score() function.
I know test_score is not exactly equ... | 27,752 |
https://github.com/scikit-learn/scikit-learn/issues/27751 | [
"New Feature",
"Needs Decision"
] | Groups in BaggingRegressor
### Describe the workflow you want to enable
It would be nice if we could control how random indices are created with groups in BaggingRegressor. As far as I can tell, BaggingRegressor will select sub samples u.a.r. with/without replacement.
It would be nice if we could group the data po... | 27,751 |
https://github.com/scikit-learn/scikit-learn/issues/27751 | [
"New Feature",
"Needs Decision"
] | Groups in BaggingRegressor
### Describe the workflow you want to enable
It would be nice if we could control how random indices are created with groups in BaggingRegressor. As far as I can tell, BaggingRegressor will select sub samples u.a.r. with/without replacement.
It would be nice if we could group the data po... | 27,751 |
https://github.com/scikit-learn/scikit-learn/issues/27751 | [
"New Feature",
"Needs Decision"
] | Groups in BaggingRegressor
### Describe the workflow you want to enable
It would be nice if we could control how random indices are created with groups in BaggingRegressor. As far as I can tell, BaggingRegressor will select sub samples u.a.r. with/without replacement.
It would be nice if we could group the data po... | 27,751 |
https://github.com/scikit-learn/scikit-learn/issues/27751 | [
"New Feature",
"Needs Decision"
] | Groups in BaggingRegressor
### Describe the workflow you want to enable
It would be nice if we could control how random indices are created with groups in BaggingRegressor. As far as I can tell, BaggingRegressor will select sub samples u.a.r. with/without replacement.
It would be nice if we could group the data po... | 27,751 |
https://github.com/scikit-learn/scikit-learn/issues/27749 | [
"New Feature"
] | Add handle_missing and handle_unknown options to TargetEncoder
### Describe the workflow you want to enable
This issue has a similar proposition then #17123, in which is discussed the addition of `handle_missing` and `handle_unknown` from `OrdinalEncoder` in `category_encoders` library. The justification for it i... | 27,749 |
https://github.com/scikit-learn/scikit-learn/issues/27741 | [
"Enhancement"
] | Make an instance of ColumnTransformer pass the common test
### Describe the bug
Not sure if `check_estimator` is appropriate to use with transformers, but `ColumnTransformer` inherits from `BaseEstimator`, so I'm assuming so.
I have a custom transformer that inherits from `ColumnTransformer`, and I'm trying to u... | 27,741 |
https://github.com/scikit-learn/scikit-learn/issues/27741 | [
"Enhancement"
] | Make an instance of ColumnTransformer pass the common test
### Describe the bug
Not sure if `check_estimator` is appropriate to use with transformers, but `ColumnTransformer` inherits from `BaseEstimator`, so I'm assuming so.
I have a custom transformer that inherits from `ColumnTransformer`, and I'm trying to u... | 27,741 |
https://github.com/scikit-learn/scikit-learn/issues/27741 | [
"Enhancement"
] | Make an instance of ColumnTransformer pass the common test
### Describe the bug
Not sure if `check_estimator` is appropriate to use with transformers, but `ColumnTransformer` inherits from `BaseEstimator`, so I'm assuming so.
I have a custom transformer that inherits from `ColumnTransformer`, and I'm trying to u... | 27,741 |
https://github.com/scikit-learn/scikit-learn/issues/27741 | [
"Enhancement"
] | Make an instance of ColumnTransformer pass the common test
### Describe the bug
Not sure if `check_estimator` is appropriate to use with transformers, but `ColumnTransformer` inherits from `BaseEstimator`, so I'm assuming so.
I have a custom transformer that inherits from `ColumnTransformer`, and I'm trying to u... | 27,741 |
https://github.com/scikit-learn/scikit-learn/issues/27741 | [
"Enhancement"
] | Make an instance of ColumnTransformer pass the common test
### Describe the bug
Not sure if `check_estimator` is appropriate to use with transformers, but `ColumnTransformer` inherits from `BaseEstimator`, so I'm assuming so.
I have a custom transformer that inherits from `ColumnTransformer`, and I'm trying to u... | 27,741 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27740 | [
"Bug",
"Needs Investigation"
] | HalvingGridSearchCV should not care about parameter-grid layout but apparently does
### Describe the bug
I have two parameter-grid layouts, both specifying the exact same set of configurations. The difference is that the choices are listed in a different order, e.g., [False, True] versus [True, False]. My understan... | 27,740 |
https://github.com/scikit-learn/scikit-learn/issues/27737 | [
"Needs Triage"
] | Clarify docstring on HistGradientBoostingRegressor regarding monotonic_cst
Hi scikit team! Enormous fan of all you do 🙏
I'm thinking about opening a small PR and would love your thoughts.
The docs/docstring on `HistGradientBoostingRegressor` [have the following note](https://github.com/scikit-learn/scikit-lear... | 27,737 |
https://github.com/scikit-learn/scikit-learn/issues/27737 | [
"Needs Triage"
] | Clarify docstring on HistGradientBoostingRegressor regarding monotonic_cst
Hi scikit team! Enormous fan of all you do 🙏
I'm thinking about opening a small PR and would love your thoughts.
The docs/docstring on `HistGradientBoostingRegressor` [have the following note](https://github.com/scikit-learn/scikit-lear... | 27,737 |
https://github.com/scikit-learn/scikit-learn/issues/27737 | [
"Needs Triage"
] | Clarify docstring on HistGradientBoostingRegressor regarding monotonic_cst
Hi scikit team! Enormous fan of all you do 🙏
I'm thinking about opening a small PR and would love your thoughts.
The docs/docstring on `HistGradientBoostingRegressor` [have the following note](https://github.com/scikit-learn/scikit-lear... | 27,737 |
https://github.com/scikit-learn/scikit-learn/issues/27737 | [
"Needs Triage"
] | Clarify docstring on HistGradientBoostingRegressor regarding monotonic_cst
Hi scikit team! Enormous fan of all you do 🙏
I'm thinking about opening a small PR and would love your thoughts.
The docs/docstring on `HistGradientBoostingRegressor` [have the following note](https://github.com/scikit-learn/scikit-lear... | 27,737 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.