daal4py 2024.2.0

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

Stars: 1149, Watchers: 1149, Forks: 165, Open Issues: 74

The intel/scikit-learn-intelex repo was created 5 years ago and the last code push was 5 minutes ago.
The project is very popular with an impressive 1149 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 74 open issues on GitHub

• Performance improvement for preview ensemble algorithms (RF and ET)
• Remove check for NAN for GBT Estimators
• Unable to use sklearnex after building daal4py from source
• Model builders API update
• Add random_state to seed for onedal preview RF/ET
• FIX: avoid extra converts
• Building scikit-learn-intelex with openblas/lapack math library with openmp
• Integrating OneDAL primitives for LogisticRegression
• ENH: using CCL backend
• Dependency Dashboard
• [PCA] nComponents doesn't work in distributed mode
• Action Required: Fix Renovate Configuration
• Operate on MPI communicator other than COMM_WORLD
• Algorithms cannot be pickle'd

See more issues on GitHub