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ROCm Data Science

hipVS 0.1.0 documentation

  • What is hipVS?

Installation

  • Installing hipVS
  • Building hipVS

How to

  • Use hipVS

Reference

  • C++ API reference
    • Cluster
      • Cluster
      • Cluster
    • Distance
    • Nearest Neighbors
      • Bruteforce
      • CAGRA
      • Dynamic Batching
      • Filtering
      • HNSW
      • IVF-Flat
      • IVF-PQ
      • NN-Descent
      • Refinement
      • Distributed ANN
      • Vamana
    • Preprocessing
      • Quantize
    • Selection
    • Stats
  • Python API reference
    • Common
    • Distance
    • Nearest Neighbors
      • Brute Force KNN
      • CAGRA
      • HNSW
      • IVF-Flat
      • IVF-PQ
      • NN-Descent
    • Preprocessing
  • C API reference
    • Core Routines
    • Nearest Neighbors
      • Bruteforce
      • IVF-Flat
      • IVF-PQ
      • CAGRA
      • HNSW
    • Pairwise Distance
  • Rust API reference

About

  • License
  • hipVS Python API documentation

hipVS Python API documentation

hipVS Python API documentation#

2025-10-17

2 min read time

Applies to Linux

  • Common
    • Resources
      • Resources.get_c_obj()
      • Resources.sync()
    • auto_sync_resources()
  • Distance
    • Pairwise Distance
      • pairwise_distance()
  • Nearest Neighbors
    • Brute Force KNN
      • Index
        • Index
      • Index build
        • build()
      • Index search
        • search()
      • Index save
        • save()
      • Index load
        • load()
    • CAGRA
      • Index build parameters
        • IndexParams
      • Index search parameters
        • SearchParams
      • Index
        • Index
      • Index build
        • build()
      • Index search
        • search()
      • Index save
        • save()
      • Index load
        • load()
    • HNSW
      • Index search parameters
        • SearchParams
      • Index
        • Index
      • Index Conversion
        • from_cagra()
      • Index search
        • search()
      • Index save
        • save()
      • Index load
        • load()
    • IVF-Flat
      • Index build parameters
        • IndexParams
      • Index search parameters
        • SearchParams
      • Index
        • Index
      • Index build
        • build()
      • Index search
        • search()
      • Index save
        • save()
      • Index load
        • load()
    • IVF-PQ
      • Index build parameters
        • IndexParams
      • Index search parameters
        • SearchParams
      • Index
        • Index
      • Index build
        • build()
      • Index search
        • search()
      • Index save
        • save()
      • Index load
        • load()
    • NN-Descent
      • Index build parameters
        • IndexParams
      • Index
        • Index
      • Index build
        • build()
  • Preprocessing
    • Scalar Quantizer
      • check_cuvs()
      • auto_sync_resources()
      • Quantizer
      • QuantizerParams
      • inverse_transform()
      • train()
      • transform()

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