daal4py 2024.7.0

daal4py is a Convenient Python API to the Intel® oneAPI Data Analytics Library (oneDAL)

Stars: 1330, Watchers: 1330, Forks: 184, Open Issues: 80

The uxlfoundation/scikit-learn-intelex repo was created 7 years ago and the last code push was 4 hours ago.
The project is very popular with an impressive 1330 github stars!

How to Install daal4py

You can install daal4py using pip

pip install daal4py

or add it to a project with poetry

poetry add daal4py

Package Details

Author

Intel Corporation

License

Apache v2.0

Homepage

https://github.com/IntelPython/daal4py

PyPi:

https://pypi.org/project/daal4py/

Documentation:

https://intelpython.github.io/daal4py/

GitHub Repo:

https://github.com/IntelPython/daal4py

Classifiers

• Scientific/Engineering
• Software Development
• System

Related Packages

Errors

A list of common daal4py errors.

Code Examples

Here are some daal4py code examples and snippets.

GitHub Issues

The daal4py package has 80 open issues on GitHub

• Minor follow up to test_memory_usage removal
• predict_proba results are (wildly) inconsistent between sklearn.svm.SVC and sklearnex.svm.SVC
• Does not add package
• Clean up onedal4py device offload logic
• FIX, DOC, MAINT: Separate patching maps from sklearnex and daal4py, use unique IDs for patched objects
• MAINT: move logregnewton-cg CPU solver to preview
• sklearn train_test_split index misbehavior
• patch_sklearn() ImportError: DLL load failed while importing _daal4py: The specified module could not be found.
• MAINT: Fix conda recipe for older python versions
• DOC: Add visible warning about not using LogisticRegression in parallel threads
• Extend modelbuilders test set
• FIX: Make global queue objects thread-local
• MAINT: Show sklearn configurations in CI jobs
• FIX: Make detection of nested parallelism look only at what joblib modifies
• DOC: Document serialization of objects

See more issues on GitHub