.rst .pdf

oneAPI Interfaces

• Introduction
• Algorithms Support
  • CPU and GPU Support
  • Build applications with oneDAL
  • Glossary
  • Mathematical Notations
• Computational Modes
  • Batch
  • Online
  • Distributed
• Data Management
  • Key concepts
  • Details
• Algorithms
  • Clustering
  • Covariance
  • Decomposition
  • Ensembles
  • Graph
  • Kernel Functions
  • Logistic Regression
  • Linear Regression
  • Nearest Neighbors (kNN)
  • Objective function
  • Optimizers
  • Newton-CG Optimizer
  • Pairwise Distances
  • Statistics
  • Support Vector Machines
• Single Program Multiple Data
  • Distributed computation using SPMD model
  • Supported Collective Operations
  • Backend-specific restrictions
• Appendix
  • Decision Tree
  • k-d Tree

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Introduction