Package python3-module-kgraph: Information

Binary package: python3-module-kgraph

Version: 0.1-alt0.git2143fd6

Architecture: i586

Build time:  Feb 1, 2024, 02:46 AM in the task #255607

Source package: libkgraph

Category: Development/Python3

Gear: https://git.altlinux.org/gears/l/libkgraph.git?a=tree;hb=823d6d4…

Download: python3-module-kgraph-0.1-alt0.git2143fd6.i586.rpm

Build log: https://git.altlinux.org/tasks/255607/build/11700/i586/log

Home page: https://github.com/aaalgo/kgraph

VCS: https://github.com/aaalgo/kgraph.git

License: BSD-2-Clause

Summary: Python interface to kgraph

Description: 

Python interface to kgraph.

KGraph: A Library for Approximate Nearest Neighbor Search.

KGraph is a library for k-nearest neighbor (k-NN) graph construction and online
k-NN search using a k-NN Graph as index. KGraph implements heuristic algorithms
that are extremely generic and fast:

* KGraph works on abstract objects. The only assumption it makes is that a
  similarity score can be computed on any pair of objects, with a user-provided
  function.
* KGraph is among the fastest of libraries for k-NN search according to recent
  benchmark.

For best generality, the C++ API should be used. A python wrapper is provided
under the module name kgraph, which supports Euclidean and Angular distances on
rows of NumPy matrices.

Maintainer: Pavel Skrylev