Ian Faust

Add ```__array__``` attribute support to ```usm_ndarray```

1

The decision to implement a TypeError broke a significant amount of the sklearnex interfaces for dpctl tensors and has prevented us from properly upgrading to 0.20 support for nearly a...

The dpctl package exposes the ```__array_namespace__``` and nearly implements the full array API standard, however, it specifically skips the conformance tests related to linalg: https://github.com/IntelPython/dpctl/blob/master/.github/workflows/array-api-skips.txt . The module is non...

Follow ```__sycl_usm_array_interface__``` standard in ```asarray```

1

As of now, arrays which present the ```__sycl_usm_array_interface__``` analogous to the numpy ```__array__``` interface are copied, which is not the case in dpctl. This is problematic for scikit-learn-intelex, and ideally...

Enhancement: Add clarification on use of dlpack for kDLOneAPI devices

3

This has no functional impact on the header file, only to modify the text associated with the kDLOneAPI enum. It accomplishes two things: - Fixes a spelling mistake with respect...

[maintenance] make spelling corrections

4

## Description --- Checklist: **Completeness and readability** - [ ] I have commented my code, particularly in hard-to-understand areas. - [ ] I have updated the documentation to reflect the...

By definition, the extratrees algorithm does not use bootstrapping, but the default is true. This will impact the accuracy results, and possibly the timing results: https://github.com/IntelPython/scikit-learn_bench/blob/main/configs/regular/ensemble.json#L13 https://scikit-learn.org/dev/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html