Paket: python3-pynndescent (0.5.8-2)
Links für python3-pynndescent
Debian-Ressourcen:
Quellcode-Paket python-pynndescent herunterladen:
- [python-pynndescent_0.5.8-2.dsc]
- [python-pynndescent_0.5.8.orig.tar.xz]
- [python-pynndescent_0.5.8-2.debian.tar.xz]
Betreuer:
Externe Ressourcen:
- Homepage [github.com]
Ähnliche Pakete:
nearest neighbor descent for approximate nearest neighbors
PyNNDescent is a Python nearest neighbor descent for approximate nearest neighbors. It provides a Python implementation of Nearest Neighbor Descent for k-neighbor-graph construction and approximate nearest neighbor search, as per the paper:
Dong, Wei, Charikar Moses, and Kai Li. "Efficient k-nearest neighbor graph construction for generic similarity measures." Proceedings of the 20th international conference on World wide web. ACM, 2011.
This library supplements that approach with the use of random projection trees for initialisation. This can be particularly useful for the metrics that are amenable to such approaches (euclidean, minkowski, angular, cosine, etc.). Graph diversification is also performed, pruning the longest edges of any triangles in the graph.
Currently this library targets relatively high accuracy (80%-100% accuracy rate) approximate nearest neighbor searches.
Andere Pakete mit Bezug zu python3-pynndescent
|
|
|
|
-
- dep: python3
- interactive high-level object-oriented language (default python3 version)
-
- dep: python3-importlib-metadata
- Bibliothek für den Zugriff auf die Metadaten eines Python-Pakets - Python 3.x
- oder python3 (>> 3.8)
- interactive high-level object-oriented language (default python3 version)
-
- dep: python3-joblib
- tools to provide lightweight pipelining in Python
-
- dep: python3-llvmlite
- LLVM Python 3 binding for writing JIT compilers
-
- dep: python3-numba
- native machine code compiler for Python 3
-
- dep: python3-scipy
- Wissenschaftliche Werkzeuge für Python 3
-
- dep: python3-sklearn
- Python modules for machine learning and data mining - Python 3
python3-pynndescent herunterladen
| Architektur | Paketgröße | Größe (installiert) | Dateien |
|---|---|---|---|
| amd64 | 41,6 kB | 277,0 kB | [Liste der Dateien] |
| arm64 | 41,6 kB | 277,0 kB | [Liste der Dateien] |
| ppc64el | 41,6 kB | 277,0 kB | [Liste der Dateien] |