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erikbern/ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python for vibe coders building with AI tools.

5.6K

Experimental

Python

ML Ops

Benchmarking

Python

#benchmark#nearest-neighbors#docker

unum-cloud/USearch

Open-source C++ library for fast, approximate nearest-neighbor search and clustering of vectors and objects

3.9K

Active

C++

Vector Search

Search-as-a-Service

#approximate-nearest-neighbor#clustering#vector-search

edyoda/data-science-complete-tutorial

This repository provides comprehensive tutorials and resources for learning data science and machine learning using Python.

1.8K

Archived

Jupyter Notebook

Databases

Machine Learning

#data-science#machine-learning#numpy

spotify/voyager

An approximate nearest-neighbor search library for Python and Java with a focus on ease of use and simplicity.

1.6K

Stable

C++

ML Ops

API Frameworks

Java

#machine-learning#nearest-neighbor-search#hnsw

fwilliams/point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

1.5K

Stable

C++

Computer Vision

Databases

Python

#point-cloud#3d-geometry#mesh-processing

yahoojapan/NGT

Nearest neighbor search library for high-dimensional data, useful for AI/ML applications.

1.4K

Active

C++

Inference

API Frameworks

#approximate-nearest-neighbor-search#k-nearest-neighbors#knn-search

tensorflow/similarity

A Python package that makes similarity learning quick and easy using TensorFlow.

1.0K

Archived

Python

ML Ops

Vector Databases

TensorFlow

#similarity-learning#nearest-neighbor-search#unsupervised-learning

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