Version: 2021.4
Last Updated: 09/27/2021
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Contents

DAAL Interfaces

This chapter documents algorithms implemented in DAAL interfaces. See oneAPI Interfaces to find documentation on oneAPI interfaces. Refer to oneAPI vs. DAAL Interfaces to learn the difference between them.

CPU and GPU Support

Library Usage

Training and Prediction

Data Management

Analysis

Training and Prediction

Decision Forest

Decision Trees

Gradient Boosted Trees

Stump

Linear and Ridge Regressions

LASSO and Elastic Net Regressions

k-Nearest Neighbors (kNN) Classifier

Implicit Alternating Least Squares

Logistic Regression

Naïve Bayes Classifier

Support Vector Machine Classifier

Multi-class Classifier

Boosting

Training Alternative

Services

Extracting Version Information

Handling Errors

Managing Memory

Managing the Computational Environment

Providing a Callback for the Host Application

Examples

You can find examples on Github*:

C++ (CPU)

Java* (not supported on GPU)

Python*

In This Topic

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