daal4py

v2024.7.0

daal4py is a Convenient Python API to the Intel® oneAPI Data Analytics Library (oneDAL) For more information about how to use this package see README

Latest version published 3 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

84 / 100

security
No known security issues
popularity
Popular
maintenance
Sustainable
community
Active

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Popularity

Popular

GitHub Stars: 1.23K
Forks: 179
Contributors: 80

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package daal4py, we found that it has been starred 1,234 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 17, 2024
Direct Vulnerabilities: 0
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0
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0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Sustainable

Commit Frequency

Open Issues: 44
Open PR: 34
Last Release: 3 months ago
Last Commit: 13 hours ago

Further analysis of the maintenance status of daal4py based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that daal4py demonstrates a positive version release cadence with at least one new version released in the past 12 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 80
Funding: No

With more than 10 contributors for the daal4py repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: >=3.7

Age: 4 years
Latest Release: 3 months ago
Dependencies: 0 Direct
Versions: 32
Maintainers: 0
Wheels: Linux, Windows

Readme

daal4py - A Convenient Python API to the Intel(R) oneAPI Data Analytics Library

A simplified API to Intel(R) oneAPI Data Analytics Library that allows for fast usage of the framework suited for Data Scientists or Machine Learning users. Built to help provide an abstraction to Intel(R) oneAPI Data Analytics Library for either direct usage or integration into one's own framework.

👀 Follow us on Medium

We publish blogs on Medium, so follow us to learn tips and tricks for more efficient data analysis the help of daal4py. Here are our latest blogs:

🔗 Important links

💬 Support

Report issues, ask questions, and provide suggestions using:

You may reach out to project maintainers privately at onedal.maintainers@intel.com

🛠 Installation

daal4py is available at the Python Package Index, on Anaconda Cloud in Conda-Forge channel and in Intel channel.

# PyPI (recommended by default)
pip install daal4py

#&nbsp;Anaconda Cloud from Conda-Forge channel (recommended for conda users by default)
conda install daal4py -c conda-forge

#&nbsp;Anaconda Cloud from Intel channel (recommended for Intel® Distribution for Python users)
conda install daal4py -c intel

[Click to expand] ℹ️ Supported configurations

📦 PyPi channel

OS / Python version	Python 3.6	Python 3.7	Python 3.8	Python 3.9
Linux	[CPU, GPU]	[CPU, GPU]	[CPU, GPU]	[CPU, GPU]
Windows	[CPU, GPU]	[CPU, GPU]	[CPU, GPU]	[CPU, GPU]
OsX	[CPU]	[CPU]	[CPU]	[CPU]

📦 Anaconda Cloud: Conda-Forge channel

OS / Python version	Python 3.6	Python 3.7	Python 3.8	Python 3.9
Linux	[CPU]	[CPU]	[CPU]	[CPU]
Windows	[CPU]	[CPU]	[CPU]	[CPU]
OsX	❌	❌	❌	❌

📦 Anaconda Cloud: Intel channel

OS / Python version	Python 3.6	Python 3.7	Python 3.8	Python 3.9
Linux	❌	[CPU, GPU]	❌	❌
Windows	❌	[CPU, GPU]	❌	❌
OsX	❌	[CPU]	❌	❌

You can build daal4py from sources as well.

⚠️ Scikit-learn patching

Scikit-learn patching functionality in daal4py was deprecated and moved to a separate package - Intel(R) Extension for Scikit-learn*. All future updates for the patching will be available in Intel(R) Extension for Scikit-learn only. Please use the package instead of daal4py for the Scikit-learn acceleration.

FAQs

What is daal4py?

daal4py is a Convenient Python API to the Intel® oneAPI Data Analytics Library (oneDAL). Visit Snyk Advisor to see a full health score report for daal4py, including popularity, security, maintenance & community analysis.

Is daal4py popular?

The python package daal4py receives a total of 53,985 weekly downloads. As such, daal4py popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is daal4py well maintained?

We found indications that daal4py maintenance is sustainable demonstrating some project activity. We saw a total of 80 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is daal4py safe to use?

The python package daal4py was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 25 December-2024, at 05:39 (UTC).

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