The AOCL-Data Analytics Library (AOCL-DA) provides optimized building blocks for data analysis and classical machine learning. APIs are available in C, C++, and Python. There is also a patch to enable scikit-learn users to benefit from the performance of AOCL-DA with minimal code changes.

Highlights of AOCL-Data Analytics 5.0

  • Support for loading data from CSV files
  • Ability to preprocess data by standardizing, removing missing values, and selecting subsets
  • Ability to process data using any of the following algorithms:
    • Linear models, including logistic regression, lasso and ridge regression
    • k-means clustering
    • principal component analysis and singular value decomposition
    • k-nearest neighbors
    • decision trees and random forests
    • nonlinear least squares fitting
    • basic statistics

Documentation

Downloads

File Name Version Size Launch Date OS Bitness Description
Binary Packages Compiled with AOCC 5.0
aocl-da-linux-aocc-5.0.0.tar.gz 5.0 8.7MB 10/10/2024 RHEL, Ubuntu, SLES 64-bit AOCC compiled AOCL-Data Analytics library binary package
sha256 Checksum: 7a2bc4b2a45c8ae94318ec638332c5c62a82818eda529f6c7e79751c552061e5
Binary Packages Compiled with GCC 13.2.1
aocl-da-linux-gcc-5.0.0.tar.gz 5.0 8.7MB 10/10/2024 RHEL, Ubuntu, SLES 64-bit GCC compiled AOCL-Data Analytics library binary package
sha256 Checksum: 094a87dc75a96433cf9fca4619811b173ffed28869be52be496aa17d51b49aff
Windows Installer Containing AOCL-Data Analytics
AOCL_Windows-setup-5.0.0.384-AMD.exe 5.0 104MB 10/10/2024 Windows 11, Windows 10 64-bit Windows installer file containing all the AOCL library binaries compiled with Clang 17.
sha256sum: 026405b98e2cf3c529bacdf76eb6e43935b639ed2ab8e90cba22bb992ecf13de

Python Wheels

File Name Version Python Version Size Launch Date OS Bitness Description
aoclda-5.0.0-cp39-cp39-linux_x86_64.whl 5.0 3.9 27MB Page go-live date RHEL, Ubuntu, SLES 64-bit Python package of the AOCC compiled AOCL-Data Analytics library sha256 Checksum: a78d6e1f846b4c0ec262a2f19293c71ae84e99b89de4e74b27e8520e878c7557
aoclda-5.0.0-cp310-cp310-linux_x86_64.whl 5.0 3.10 27MB Page go-live date RHEL, Ubuntu, SLES 64-bit Python package of the AOCC compiled AOCL-Data Analytics library sha256 Checksum: d4befd998ba2a5f12deedd3dcf02b44cd21bf697413f7e5371d99fdcb7682304
aoclda-5.0.0-cp311-cp311-linux_x86_64.whl 5.0 3.11 27MB Page go-live date RHEL, Ubuntu, SLES 64-bit Python package of the AOCC compiled AOCL-Data Analytics library sha256 Checksum: 18190c9eedf21f2f0499c4a39a9e44245a3e282ef751642ed066d8e3e8d123dc
aoclda-5.0.0-cp312-cp312-linux_x86_64.whl 5.0 3.12 27MB Page go-live date RHEL, Ubuntu, SLES 64-bit Python package of the AOCC compiled AOCL-Data Analytics library sha256 Checksum: 189fbd8e34756117193383a57137b39f293a18bd24986fabef56ccb371e5d444