Skip to main content
Ctrl+K
AMD Logo
ROCm Data Science 25.10 Version List
  • GitHub
  • Community
  • Blogs
  • ROCm™ Docs
  • ROCm Developer Hub
  • Instinct™ Docs
  • Infinity Hub
  • Support

ROCm Data Science

hipRAFT 0.1.0 documentation

  • What is hipRAFT?

Installation

  • Installing hipRAFT
  • Building hipRAFT

How to

  • Using hipRAFT

Reference

  • C++ API reference
    • Core
      • Resources
      • Key-Value Pair
      • NVTX
      • Interruptible
      • Operators and Functors
      • Mathematical Functions
      • Bitset
      • Bitmap
    • Linear Algebra
      • Arithmetic
      • BLAS Routines
      • Mapping and Reduction
      • Matrix Operations
      • Matrix-Vector Operations
      • Linear Algebra Solvers
    • Matrix
      • Matrix Arithmetic
      • Matrix Manipulation
      • Matrix Ordering
      • Matrix Reductions
    • Multi-dimensional Data
      • Multi-dimensional Representation
      • mdspan: Multi-dimensional Non-owning View
      • mdarray: Multi-dimensional Owning Container
      • span: One-dimensional Non-owning View
      • mdbuffer: Multi-dimensional Maybe-Owning Container
      • memory_type_dispatcher
      • temporary_device_buffer: Temporary raft::device_mdspan Producing Object
    • Multi-node Multi-GPU
    • Random
      • Data Generation
      • Univariate Random Sampling
      • Multi-Variable Random Sampling
      • Sampling Without Replacement
    • Solvers
    • Sparse
      • Sparse Types
        • COO Matrix
        • CSR Matrix
      • Sparse Linear Algebra
      • Sparse Matrix Operations
      • Sparse Solvers
    • Stats
      • Summary Statistics
      • Probability & Information Theory
      • Regression Model Scoring
      • Classification Model Scoring
      • Clustering Model Scoring
  • Python API reference
    • Common
    • Random
    • Sparse

About

  • License
  • hipRAFT C++ API documentation
  • Stats

Stats

Stats#

2025-10-17

1 min read time

Applies to Linux

This page provides C++ class references for the publicly-exposed elements of the stats package.

Contents:

  • Summary Statistics
    • Covariance
    • Histogram
    • Mean
    • Mean Center
    • Mean Variance
    • Min/Max
    • Standard Deviation
    • Sum
    • Weighted Average
  • Probability & Information Theory
    • Contingency Matrix
    • Entropy
    • KL-Divergence
    • Mutual Information
  • Regression Model Scoring
    • Information Criterion
    • R2 Score
    • Regression Metrics
  • Classification Model Scoring
    • Accuracy
  • Clustering Model Scoring
    • Adjusted Rand Index
    • Completeness Score
    • Cluster Dispersion
    • Rand Index
    • Silhouette Score
    • V Measure

previous

Sparse Solvers

next

Summary Statistics

  • Terms and Conditions
  • Privacy
  • Trademarks
  • Supply Chain Transparency
  • Fair and Open Competition
  • UK Tax Strategy
  • Cookie Policy
  • Cookie Settings
© 2025 Advanced Micro Devices, Inc