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nanoflann

Appears in 5 awesome lists

C++11 header-only library for fast nearest neighbor search with KD-trees. Zero dependencies, single-file integration, and 2-3x faster than FLANN with modern C++. BSD licensed.

Open github.comjlblancoc/nanoflann

Found in these lists

Awesome 3D reconstruction list

Section: Nearest Neighbor Search · BSD License

StaleScore 50

Awesome C Cpp Projects

Section: 机器学习与深度学习

SlowScore 57

Awesome Hpp

Section: Data Mining, Machine Learning, and Deep Learning · Nearest Neighbor (NN) search with KD-trees.

SlowScore 63

Awesome Open Source AI

Section: 5. Retrieval-Augmented Generation (RAG) & Knowledge · C++11 header-only library for fast nearest neighbor search with KD-trees. Zero dependencies, single-file integration, and 2-3x faster than FLANN with modern C++. BSD licensed.

FreshScore 89

awesome-cpp

Section: Other · nanoflann: a C++11 header-only library for Nearest Neighbor (NN) search with KD-trees

FreshScore 79

Annoy

is a C++ library with Python bindings to search for points in space that are close to a given query point. It also creates large read-only file-based data structures that are mmapped into memory so that many processes may share the same data.

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mlpack

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A header only, dependency-free deep learning framework in C++11. [BSD]

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frugally-deep

A lightweight header-only library for using Keras (TensorFlow) models in C++.

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hnswlib

Header-only C++ library for fast approximate nearest neighbors with Python bindings. Supports CRUD operations and concurrent read/write - unique among ANN libraries. Powers many production vector databases. Apache 2.0 licensed.

In 4 listsDetails

FLANN

Fast Library for Approximate Nearest Neighbors.

In 4 lists

dlib

is a library which has many useful tools including machine learning.

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