Oleksandr Pavlyk

With https://github.com/IntelPython/daal4py/pull/84 daal4py is used to compute logistic loss and its gradient with solver='newton-cg'. This causes ``` python -m daal4py -m pytest --pyargs sklearn.linear_model.tests.test_logistic::test_dtype_match -ra ``` to fail, so it...

daal4py patches make sklearn.preprocessing.tests.test_discretization::test_nonuniform_strategies fail

2

Using scikit-learn 0.20.3, run ``` python -m daal4py -m pytest --disable-warnings --pyargs sklearn.preprocessing.tests.test_discretization::test_nonuniform_strategies ``` The test fails for strategy='kmeans' for 5 bins. The following script replicates the issue: ```python #...

Support SOVERSION-ed libraries

3

On Linux, for projects that set `VERSION`/`SOVERSION` properties on the dynamic library they install CMake generates symbolic links symbolic links for least specified version to the most specified one: ```...

Closes #625 Use `follow_symlinks=False` non-default keyword when calling `shutil.copyfile` and `shutil.copymode` that is used for copying files linked in `cmake_manifest` to setuptools destination.

Broadcasting rule allows broadcasting 0d array to empty 1d array

7

Here is an implementation of the broadcasting algorithm from the spec: ```python import operator def broadcasted_shape(sh1, sh2): if not isinstance(sh1, (tuple, list)) or not isinstance(sh2, (tuple, list)): raise TypeError shape1...

Since waffle.io has shut down in 2019, the broken badge and its link will not be fixed at the destination. Removing the badge is the only resolution. Fixes #609 Signed-off-by:...

Rationale: 1. The link and badge are broken 2. The waffle.io has officially closed. Operating status is 'Closed' at https://www.crunchbase.com/organization/waffle-io

[BUG]: Coverity scan issue: Possible dereferencing iterator pos though it is already past the end of its container.

2

### Required prerequisites - [X] Make sure you've read the [documentation](https://pybind11.readthedocs.io). Your issue may be addressed there. - [X] Search the [issue tracker](https://github.com/pybind/pybind11/issues) and [Discussions](https:/pybind/pybind11/discussions) to verify that this hasn't...

[BUG]: Coverity issue in dispatcher: Possible dereferencing null pointer self_value_and_holder.type

1

### Required prerequisites - [X] Make sure you've read the [documentation](https://pybind11.readthedocs.io). Your issue may be addressed there. - [X] Search the [issue tracker](https://github.com/pybind/pybind11/issues) and [Discussions](https:/pybind/pybind11/discussions) to verify that this hasn't...

Device-specific type promotion rules

4

For devices that have different capabilities (support for float64/float16 may or may not be present), the type promotion graph adopted by array-API must be different. Functions `xp.can_cast` ([ref](https://data-apis.org/array-api/latest/API_specification/generated/array_api.can_cast.html)) and `xp.result_type`...