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
- Data Management
- Analysis
- K-Means Clustering
- Density-Based Spatial Clustering of Applications with Noise
- Correlation and Variance-Covariance Matrices
- Principal Component Analysis
- Principal Components Analysis Transform
- Singular Value Decomposition
- Association Rules
- Kernel Functions
- Expectation-Maximization
- Cholesky Decomposition
- QR Decomposition
- Outlier Detection
- Distance Matrix
- Distributions
- Engines
- Moments of Low Order
- Quantile
- Quality Metrics
- Sorting
- Normalization
- Optimization Solvers
- 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
Examples#
You can find examples on Github*: