daal

library2026.1.0pypypiunverified

Intel oneAPI Data Analytics Library (oneDAL) provides optimized algorithms for data analysis and machine learning, including classification, regression, clustering, and dimensionality reduction. The daal package is the Python wrapper for oneDAL. Current version: 2026.0.0. Release cadence: monthly.

ai-ml data

pip install daal

github ↗package ↗homepage ↗

INSTALL

IMPORT

SIG · DAAL

daal

ai-mlpythonv2026.1.0

Install

2.6s avg

Import

—

Disk

16MB

Pass rate

5/ 10

Env Coverage5 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v2026.1.0 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

build_error

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 2.6s · import 0.000s · 18MB

16MB installed

● package 16MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

daal4py

✓ import daal4py

✗ import daal

Quick start showing KMeans clustering with daal4py.

import numpy as np import daal4py as d4p # Generate sample data X = np.random.rand(100, 10).astype(np.float32) # Create KMeans algorithm kmeans_algo = d4p.kmeans(nClusters=3, maxIterations=100) # Compute result = kmeans_algo.compute(X) print('Cluster centroids:', result.centroids) print('Assignments:', result.assignments)

Debug

Known issues

gotchaThe pip package is named 'daal', but the Python import is 'daal4py'. Using 'import daal' will raise ModuleNotFoundError.

fix

Install 'pip install daal' and then use 'import daal4py' in your code.

affects: all

breakingIn version 2026.0.0, old DAAL C++ API headers (e.g., daal.h) are removed. The Python package may drop legacy compatibility.

fix

Use the daal4py Python API instead of low-level C++ bindings.

affects: >=2026.0.0

deprecatedThe Matrix, PackedSymmetricMatrix, and PackedTriangularMatrix classes are deprecated and scheduled for removal.

fix

Use the new data management API (e.g., NumericTable) or migrate to daal4py.

affects: >=2025.10.0 <2026.0.0

Upgrade

Version history

2026.1.0latest on PyPI · released Jun 10, 2026

Audit

Dependencies

No dependency data recorded yet.

Agent activity

38 hits · last 30 days

node

Amazon

OpenAI (training)

Resources

githubhttps://github.com/uxlfoundation/oneDAL ↗

packagehttps://pypi.org/project/daal/ ↗

homepagehttps://www.intel.com/content/www/us/en/developer/tools/oneapi/dal.html ↗