软件包：python3-pynndescent（0.5.11-1）
python3-pynndescent 的相关链接
Debian 的资源：
下载源码包 python-pynndescent：
- [python-pynndescent_0.5.11-1.dsc]
- [python-pynndescent_0.5.11.orig.tar.xz]
- [python-pynndescent_0.5.11-1.debian.tar.xz]
维护小组：
外部的资源：
- 主页 [github.com]
相似软件包：
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.
其他与 python3-pynndescent 有关的软件包
|
|
|
|
-
- dep: python3
- 交互式高级面向对象语言（默认 python3 版本）
-
- dep: python3-importlib-metadata
- library to access the metadata for a Python package - Python 3.x
- 或者 python3-supported-min (>= 3.8)
- 软件包暂时不可用
-
- 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
- scientific tools for Python 3
-
- dep: python3-sklearn
- Python modules for machine learning and data mining - Python 3