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Site Navigation

  • Quick Start
  • Installation
  • C++ API
  • Python API
  • Using The Pre-Compiled Binary
    • Vector Search in C++ Tutorial
    • RAFT ANN Benchmarks
    • RAFT Dask API
    • Using RAFT Comms
    • Developer Guide
    • Contributing
  • GitHub
  • Twitter

Section Navigation

  • Core
    • Resources
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    • K-Means
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  • Distance
    • Pairwise Distance
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  • 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
    • Matrix Selection
  • Multi-dimensional Data
    • Multi-dimensional Representation
    • mdspan: Multi-dimensional Non-owning View
    • mdarray: Multi-dimensional Owning Container
    • span: One-dimensional Non-owning View
    • temporary_device_buffer: Temporary raft::device_mdspan Producing Object
  • Multi-node Multi-GPU
  • Neighbors
    • Brute-Force
    • IVF-Flat
    • IVF-PQ
    • Epsilon Neighborhood
    • Random Ball Cover
    • CAGRA
  • Random
    • Data Generation
    • Univariate Random Sampling
    • Multi-Variable Random Sampling
    • Sampling Without Replacement
  • Solvers
  • Sparse
    • Sparse Types
      • COO Matrix
      • CSR Matrix
    • Sparse Distance
    • Sparse Linear Algebra
    • Sparse Matrix Operations
    • Sparse Neighbors
    • Sparse Solvers
  • Stats
    • Summary Statistics
    • Probability & Information Theory
    • Regression Model Scoring
    • Classification Model Scoring
    • Clustering Model Scoring
    • Neighborhood Model Scoring
  • Utilities
  • C++ API
  • Sparse

Sparse#

Core to RAFT’s computational patterns for sparse data is its vocabulary of sparse types.

Contents:

  • Sparse Types
    • COO Matrix
    • CSR Matrix
  • Sparse Distance
  • Sparse Linear Algebra
  • Sparse Matrix Operations
  • Sparse Neighbors
  • Sparse Solvers

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Solvers

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Sparse Types

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