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Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

  • c-plus-plus
  • python
  • nearest-neighbor-search
  • locality-sensitive-hashing

SirixDB is an an embeddable, bitemporal, append-only database system and event store, storing immutable lightweight snapshots. It keeps the full history of each resource. Every commit stores a space-efficient snapshot through structural sharing. It is log-structured and never overwrites data. SirixDB uses a novel page-level versioning approach.

A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.