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/27653 | [
"Bug",
"Needs Triage"
] | scikit-learn-1.3.2.tar.gz archive contains version 1.4.dev0
### Describe the bug
The package downloaded from [https://github.com/scikit-learn/scikit-learn/archive/1.3.2/scikit-learn-1.3.2.tar.gz](https://github.com/scikit-learn/scikit-learn/archive/1.3.2/scikit-learn-1.3.2.tar.gz)
contains version 1.4.dev0:
The... | 27,653 |
https://github.com/scikit-learn/scikit-learn/issues/27652 | [
"New Feature",
"Needs Decision"
] | Add individual penalization to precision matrix in graphical_lasso.py
### Describe the workflow you want to enable
Friedman et al. (2008) describe the coordinate descent procedure used for the graphical lasso.
In the paper, there is a REMARK 2.1, which states that the objective function to be optimized can be modifi... | 27,652 |
https://github.com/scikit-learn/scikit-learn/issues/27652 | [
"New Feature",
"Needs Decision"
] | Add individual penalization to precision matrix in graphical_lasso.py
### Describe the workflow you want to enable
Friedman et al. (2008) describe the coordinate descent procedure used for the graphical lasso.
In the paper, there is a REMARK 2.1, which states that the objective function to be optimized can be modifi... | 27,652 |
https://github.com/scikit-learn/scikit-learn/issues/27652 | [
"New Feature",
"Needs Decision"
] | Add individual penalization to precision matrix in graphical_lasso.py
### Describe the workflow you want to enable
Friedman et al. (2008) describe the coordinate descent procedure used for the graphical lasso.
In the paper, there is a REMARK 2.1, which states that the objective function to be optimized can be modifi... | 27,652 |
https://github.com/scikit-learn/scikit-learn/issues/27652 | [
"New Feature",
"Needs Decision"
] | Add individual penalization to precision matrix in graphical_lasso.py
### Describe the workflow you want to enable
Friedman et al. (2008) describe the coordinate descent procedure used for the graphical lasso.
In the paper, there is a REMARK 2.1, which states that the objective function to be optimized can be modifi... | 27,652 |
https://github.com/scikit-learn/scikit-learn/issues/27644 | [
"Bug",
"Needs Triage"
] | installing scikit-learn in alpine
### Describe the bug
i am trying to install scikit-learn in an alpine image, python:3.9-alpine, but it is failing
This is my dockerfile
```
FROM python:3.9-alpine
RUN apk --update add gcc build-base freetype-dev libpng-dev openblas-dev py3-scikit-learn
RUN pip install scikit... | 27,644 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27643 | [
"Documentation"
] | Sphinx version information in "Building the documentation" section needs reevaluation
### Describe the issue linked to the documentation
At the bottom of the ["Building the documentation" section](https://github.com/scikit-learn/scikit-learn/blob/main/doc/developers/contributing.rst#building-the-documentation) there ... | 27,643 |
https://github.com/scikit-learn/scikit-learn/issues/27629 | [
"New Feature",
"help wanted",
"Hard"
] | Please provide option to set unknown_values during test time to same as encoded min_frequency in OrdinalEncoder(Infrequent categories)
### Describe the workflow you want to enable
It seems that OneHotEncoder has a parameter for setting` handle_unknown='infrequent_if_exist'` but the same is missing in OrdinalEncode... | 27,629 |
https://github.com/scikit-learn/scikit-learn/issues/27629 | [
"New Feature",
"help wanted",
"Hard"
] | Please provide option to set unknown_values during test time to same as encoded min_frequency in OrdinalEncoder(Infrequent categories)
### Describe the workflow you want to enable
It seems that OneHotEncoder has a parameter for setting` handle_unknown='infrequent_if_exist'` but the same is missing in OrdinalEncode... | 27,629 |
https://github.com/scikit-learn/scikit-learn/issues/27629 | [
"New Feature",
"help wanted",
"Hard"
] | Please provide option to set unknown_values during test time to same as encoded min_frequency in OrdinalEncoder(Infrequent categories)
### Describe the workflow you want to enable
It seems that OneHotEncoder has a parameter for setting` handle_unknown='infrequent_if_exist'` but the same is missing in OrdinalEncode... | 27,629 |
https://github.com/scikit-learn/scikit-learn/issues/27626 | [
"Bug"
] | Isolation Forest Bug with Sparse Matrix and Contamination as Float
### Describe the bug
### Environment:
```
Python 3.11 and 3.8
Scikit-learn library 1.3.1
Isolation Forest algorithm
Sparse matrix input (tested csr and csc)
Contamination parameter set as a float
```
### Bug Summary:
When using the Is... | 27,626 |
https://github.com/scikit-learn/scikit-learn/issues/27626 | [
"Bug"
] | Isolation Forest Bug with Sparse Matrix and Contamination as Float
### Describe the bug
### Environment:
```
Python 3.11 and 3.8
Scikit-learn library 1.3.1
Isolation Forest algorithm
Sparse matrix input (tested csr and csc)
Contamination parameter set as a float
```
### Bug Summary:
When using the Is... | 27,626 |
https://github.com/scikit-learn/scikit-learn/issues/27623 | [
"Documentation"
] | DOC link benchmark results site
### Describe the issue linked to the documentation
Mention https://scikit-learn.org/scikit-learn-benchmarks somewhere in our docs. I could only find it in the Readme.
### Suggest a potential alternative/fix
_No response_
COMMENT:
I'm on it! | 27,623 |
https://github.com/scikit-learn/scikit-learn/issues/27623 | [
"Documentation"
] | DOC link benchmark results site
### Describe the issue linked to the documentation
Mention https://scikit-learn.org/scikit-learn-benchmarks somewhere in our docs. I could only find it in the Readme.
### Suggest a potential alternative/fix
_No response_
COMMENT:
It is already mentioned in https://scikit-learn.org/d... | 27,623 |
https://github.com/scikit-learn/scikit-learn/issues/27623 | [
"Documentation"
] | DOC link benchmark results site
### Describe the issue linked to the documentation
Mention https://scikit-learn.org/scikit-learn-benchmarks somewhere in our docs. I could only find it in the Readme.
### Suggest a potential alternative/fix
_No response_
COMMENT:
I was not able to find that link. It appears as one o... | 27,623 |
https://github.com/scikit-learn/scikit-learn/issues/27623 | [
"Documentation"
] | DOC link benchmark results site
### Describe the issue linked to the documentation
Mention https://scikit-learn.org/scikit-learn-benchmarks somewhere in our docs. I could only find it in the Readme.
### Suggest a potential alternative/fix
_No response_
COMMENT:
I think it makes sense to have it in the contributing... | 27,623 |
https://github.com/scikit-learn/scikit-learn/issues/27623 | [
"Documentation"
] | DOC link benchmark results site
### Describe the issue linked to the documentation
Mention https://scikit-learn.org/scikit-learn-benchmarks somewhere in our docs. I could only find it in the Readme.
### Suggest a potential alternative/fix
_No response_
COMMENT:
I close as we seem happy with the place of the link, ... | 27,623 |
https://github.com/scikit-learn/scikit-learn/issues/27621 | [
"Bug"
] | euclidean_distances with float64 x,y and float32 xx and yy
### Describe the bug
When running `euclidean_distances` I think it is possible to get to [this](https://github.com/scikit-learn/scikit-learn/blob/d99b728b3a7952b2111cf5e0cb5d14f92c6f3a80/sklearn/metrics/pairwise.py#L380) line of code with `XX` being `None`. T... | 27,621 |
https://github.com/scikit-learn/scikit-learn/issues/27621 | [
"Bug"
] | euclidean_distances with float64 x,y and float32 xx and yy
### Describe the bug
When running `euclidean_distances` I think it is possible to get to [this](https://github.com/scikit-learn/scikit-learn/blob/d99b728b3a7952b2111cf5e0cb5d14f92c6f3a80/sklearn/metrics/pairwise.py#L380) line of code with `XX` being `None`. T... | 27,621 |
https://github.com/scikit-learn/scikit-learn/issues/27621 | [
"Bug"
] | euclidean_distances with float64 x,y and float32 xx and yy
### Describe the bug
When running `euclidean_distances` I think it is possible to get to [this](https://github.com/scikit-learn/scikit-learn/blob/d99b728b3a7952b2111cf5e0cb5d14f92c6f3a80/sklearn/metrics/pairwise.py#L380) line of code with `XX` being `None`. T... | 27,621 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27620 | [
"Bug"
] | sklearn PCA rotates a single vector
### Describe the bug
The issue we recently discovered is that sklearn PCA rotates the input when only a single variable is fed into the model.
I am aware there are infinite rotations when there is a single vector fed into the model, however, the output from PCA should intuit... | 27,620 |
https://github.com/scikit-learn/scikit-learn/issues/27617 | [
"frontend",
"module:base"
] | Diagrams displayed using dark mode in light mode editor/notebook
I saw a couple of time that the dark mode to display the diagram is activated in my light mode editor or notebook:
I did not follow the pul... | 27,617 |
https://github.com/scikit-learn/scikit-learn/issues/27617 | [
"frontend",
"module:base"
] | Diagrams displayed using dark mode in light mode editor/notebook
I saw a couple of time that the dark mode to display the diagram is activated in my light mode editor or notebook:
I did not follow the pul... | 27,617 |
https://github.com/scikit-learn/scikit-learn/issues/27617 | [
"frontend",
"module:base"
] | Diagrams displayed using dark mode in light mode editor/notebook
I saw a couple of time that the dark mode to display the diagram is activated in my light mode editor or notebook:
I did not follow the pul... | 27,617 |
https://github.com/scikit-learn/scikit-learn/issues/27617 | [
"frontend",
"module:base"
] | Diagrams displayed using dark mode in light mode editor/notebook
I saw a couple of time that the dark mode to display the diagram is activated in my light mode editor or notebook:
I did not follow the pul... | 27,617 |
https://github.com/scikit-learn/scikit-learn/issues/27617 | [
"frontend",
"module:base"
] | Diagrams displayed using dark mode in light mode editor/notebook
I saw a couple of time that the dark mode to display the diagram is activated in my light mode editor or notebook:
I did not follow the pul... | 27,617 |
https://github.com/scikit-learn/scikit-learn/issues/27615 | [
"Performance",
"cython"
] | Cython: Use boundscheck(False) for faster access
When building scikit-learn on the Windows CI (with cython 0.29.36), I see many lines such as:
```
warning: sklearn\cluster\_k_means_lloyd.pyx:403:52: Use boundscheck(False) for faster access
```
See for instance: https://dev.azure.com/scikit-learn/scikit-learn/_... | 27,615 |
https://github.com/scikit-learn/scikit-learn/issues/27615 | [
"Performance",
"cython"
] | Cython: Use boundscheck(False) for faster access
When building scikit-learn on the Windows CI (with cython 0.29.36), I see many lines such as:
```
warning: sklearn\cluster\_k_means_lloyd.pyx:403:52: Use boundscheck(False) for faster access
```
See for instance: https://dev.azure.com/scikit-learn/scikit-learn/_... | 27,615 |
https://github.com/scikit-learn/scikit-learn/issues/27615 | [
"Performance",
"cython"
] | Cython: Use boundscheck(False) for faster access
When building scikit-learn on the Windows CI (with cython 0.29.36), I see many lines such as:
```
warning: sklearn\cluster\_k_means_lloyd.pyx:403:52: Use boundscheck(False) for faster access
```
See for instance: https://dev.azure.com/scikit-learn/scikit-learn/_... | 27,615 |
https://github.com/scikit-learn/scikit-learn/issues/27615 | [
"Performance",
"cython"
] | Cython: Use boundscheck(False) for faster access
When building scikit-learn on the Windows CI (with cython 0.29.36), I see many lines such as:
```
warning: sklearn\cluster\_k_means_lloyd.pyx:403:52: Use boundscheck(False) for faster access
```
See for instance: https://dev.azure.com/scikit-learn/scikit-learn/_... | 27,615 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27609 | [
"New Feature"
] | Add a version of `GenericUnivariateSelect`/`SelectPercentile`/`SelectKBest` that allows input of X with missing values and `y=None`.
### Describe the workflow you want to enable
- Select features by the percentage of missing values of X
- Select features only by statistical properties of X before y is available
###... | 27,609 |
https://github.com/scikit-learn/scikit-learn/issues/27600 | [
"Bug"
] | Missing assert in test_kernel_approximation.py
### Describe the bug
[scikit-learn/sklearn/tests/test\_kernel\_approximation.py at main · scikit-learn/scikit-learn](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/tests/test_kernel_approximation.py#L144)
```python
@pytest.mark.parametrize("method",... | 27,600 |
https://github.com/scikit-learn/scikit-learn/issues/27600 | [
"Bug"
] | Missing assert in test_kernel_approximation.py
### Describe the bug
[scikit-learn/sklearn/tests/test\_kernel\_approximation.py at main · scikit-learn/scikit-learn](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/tests/test_kernel_approximation.py#L144)
```python
@pytest.mark.parametrize("method",... | 27,600 |
https://github.com/scikit-learn/scikit-learn/issues/27600 | [
"Bug"
] | Missing assert in test_kernel_approximation.py
### Describe the bug
[scikit-learn/sklearn/tests/test\_kernel\_approximation.py at main · scikit-learn/scikit-learn](https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/tests/test_kernel_approximation.py#L144)
```python
@pytest.mark.parametrize("method",... | 27,600 |
https://github.com/scikit-learn/scikit-learn/issues/27595 | [
"Needs Reproducible Code"
] | partial dependence display generates empty plot with all grid values being nan
### Describe the bug
I trained a binary classifier using XGBoost, and I was trying to generate partial dependence plot for each feature in my dataset. The partial_dependence() and PartialDependenceDisplay.from_estimator() function worked... | 27,595 |
https://github.com/scikit-learn/scikit-learn/issues/27595 | [
"Needs Reproducible Code"
] | partial dependence display generates empty plot with all grid values being nan
### Describe the bug
I trained a binary classifier using XGBoost, and I was trying to generate partial dependence plot for each feature in my dataset. The partial_dependence() and PartialDependenceDisplay.from_estimator() function worked... | 27,595 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27593 | [
"API",
"Breaking Change",
"cython"
] | Deprecate murmurhash3_32
`sklearn.utils.murmurhash3_32` is part of our API, but we don't use it anywhere internally.
I propose to deprecate and finally remove it. The standard Python [`hash`](https://docs.python.org/3/library/functions.html#hash) function using SipHash per [PEP0456](https://peps.python.org/pep-0456/)... | 27,593 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27592 | [
"New Feature"
] | Using tqdm or progress bars while downloading datasets using `urlretreve`
### Describe the workflow you want to enable
https://github.com/scikit-learn/scikit-learn/blob/4ca01961969a0c9e1c7c48410e0976bb04a92703/sklearn/datasets/_base.py#L1368-L1399
When we fetch remote data using the function `_fetch_remote`, we ... | 27,592 |
https://github.com/scikit-learn/scikit-learn/issues/27591 | [
"Build / CI"
] | Bumping minimum NumPy version to support NumPy 1.X and 2.0
According to [NumPy's build-time dependency docs](https://numpy.org/devdocs//dev/depending_on_numpy.html#build-time-dependency), NumPy 1.25 is backward compatible with NumPy 1.19. (We'll no longer need [oldest-supported-numpy](https://github.com/scipy/oldest-s... | 27,591 |
https://github.com/scikit-learn/scikit-learn/issues/27591 | [
"Build / CI"
] | Bumping minimum NumPy version to support NumPy 1.X and 2.0
According to [NumPy's build-time dependency docs](https://numpy.org/devdocs//dev/depending_on_numpy.html#build-time-dependency), NumPy 1.25 is backward compatible with NumPy 1.19. (We'll no longer need [oldest-supported-numpy](https://github.com/scipy/oldest-s... | 27,591 |
https://github.com/scikit-learn/scikit-learn/issues/27591 | [
"Build / CI"
] | Bumping minimum NumPy version to support NumPy 1.X and 2.0
According to [NumPy's build-time dependency docs](https://numpy.org/devdocs//dev/depending_on_numpy.html#build-time-dependency), NumPy 1.25 is backward compatible with NumPy 1.19. (We'll no longer need [oldest-supported-numpy](https://github.com/scipy/oldest-s... | 27,591 |
https://github.com/scikit-learn/scikit-learn/issues/27590 | [
"Bug",
"Needs Triage"
] | Error in joblib forking when using RandomForestClassifier
### Describe the bug
When using `lithops` joblib backend, a grid search with the RandomForestClassifier causes an error from joblib. The error complains that the system doesn't support forking, but MacOS does. Running a very close example with either a differe... | 27,590 |
https://github.com/scikit-learn/scikit-learn/issues/27579 | [
"Bug"
] | set_config(transform_output="pandas") causes error in Isomap
### Describe the bug
I am getting an error when using the awesome `set_config(transform_output="pandas")` in combination with Isomap. The Error says "AttributeError: 'DataFrame' object has no attribute 'dtype'", so my temporary solution is to switch back ... | 27,579 |
https://github.com/scikit-learn/scikit-learn/issues/27579 | [
"Bug"
] | set_config(transform_output="pandas") causes error in Isomap
### Describe the bug
I am getting an error when using the awesome `set_config(transform_output="pandas")` in combination with Isomap. The Error says "AttributeError: 'DataFrame' object has no attribute 'dtype'", so my temporary solution is to switch back ... | 27,579 |
https://github.com/scikit-learn/scikit-learn/issues/27579 | [
"Bug"
] | set_config(transform_output="pandas") causes error in Isomap
### Describe the bug
I am getting an error when using the awesome `set_config(transform_output="pandas")` in combination with Isomap. The Error says "AttributeError: 'DataFrame' object has no attribute 'dtype'", so my temporary solution is to switch back ... | 27,579 |
https://github.com/scikit-learn/scikit-learn/issues/27579 | [
"Bug"
] | set_config(transform_output="pandas") causes error in Isomap
### Describe the bug
I am getting an error when using the awesome `set_config(transform_output="pandas")` in combination with Isomap. The Error says "AttributeError: 'DataFrame' object has no attribute 'dtype'", so my temporary solution is to switch back ... | 27,579 |
https://github.com/scikit-learn/scikit-learn/issues/27579 | [
"Bug"
] | set_config(transform_output="pandas") causes error in Isomap
### Describe the bug
I am getting an error when using the awesome `set_config(transform_output="pandas")` in combination with Isomap. The Error says "AttributeError: 'DataFrame' object has no attribute 'dtype'", so my temporary solution is to switch back ... | 27,579 |
https://github.com/scikit-learn/scikit-learn/issues/27564 | [
"New Feature",
"Needs Triage"
] | Decision Rules in If/Then format
### Describe the workflow you want to enable
Although Decision tree has the following to print rules,
```
from sklearn.datasets import load_iris
from sklearn.tree import DecisionTreeClassifier
from sklearn.tree import export_text
iris = load_iris()
X = iris['data']
y = ir... | 27,564 |
https://github.com/scikit-learn/scikit-learn/issues/27564 | [
"New Feature",
"Needs Triage"
] | Decision Rules in If/Then format
### Describe the workflow you want to enable
Although Decision tree has the following to print rules,
```
from sklearn.datasets import load_iris
from sklearn.tree import DecisionTreeClassifier
from sklearn.tree import export_text
iris = load_iris()
X = iris['data']
y = ir... | 27,564 |
https://github.com/scikit-learn/scikit-learn/issues/27564 | [
"New Feature",
"Needs Triage"
] | Decision Rules in If/Then format
### Describe the workflow you want to enable
Although Decision tree has the following to print rules,
```
from sklearn.datasets import load_iris
from sklearn.tree import DecisionTreeClassifier
from sklearn.tree import export_text
iris = load_iris()
X = iris['data']
y = ir... | 27,564 |
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