Contents

daal4py 2024.5.0

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Intel® oneAPI Data Analytics Library

Intel® oneAPI Data Analytics Library

Stars: 1189, Watchers: 1189, Forks: 170, Open Issues: 81

The intel/scikit-learn-intelex repo was created 5 years ago and the last code push was 5 hours ago.
The project is very popular with an impressive 1189 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-2.0
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
No  daal4py  pypi packages just yet.

Errors

A list of common daal4py errors.

Code Examples

Here are some daal4py code examples and snippets.

GitHub Issues

The daal4py package has 81 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

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