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kakao/n2

TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

4 Releases
Latest: 5y ago
Release 0.1.70.1.7Latest
gony-leegony-lee·5y ago·October 16, 2020
GitHub

New Features

  • Add dot-product distance metric.
  • Add batch search function supporting multi-threads.

📦 Improvements

  • Improve search function.
  • Improve graph build heuristic algorithm.
  • Improve recall calculation in the benchmark.
  • Improve setup python script.

📦 Misc

  • Add jupyter-notebook to reproduce benchmark results.
  • Refactor source code.
  • Fix pypi broken image problem.

📝 Documentation

  • Update documents.
  • Update API manuals.
  • Build [n2.readthedocs.io](https://n2.readthedocs.io/). 🎉
Release 0.1.60.1.6
gony-leegony-lee·6y ago·February 17, 2020
GitHub

🐛 Bug Fix

  • Fix python unittest bug

📦 Misc

  • Fix travis ci build failure
Release 0.1.50.1.5
gony-leegony-lee·6y ago·February 14, 2020
GitHub

📦 Misc

  • Improve search/build performance
  • Refactoring source code
  • Linting source code
  • Remove unnecessary codes
  • Fix bugs
  • Update benchmark documents
0.1.4
gony-leegony-lee·6y ago·February 14, 2020
GitHub