Nearest Neighbors Python Packages

point-cloud-utils

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

libraft-cu12

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

pylibraft-cu12

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

libcuvs-cu12

cuVS - a library for vector search and clustering on the GPU

raft-dask-cu12

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

pynomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

cuvs-cu12

cuVS - a library for vector search and clustering on the GPU

libraft-cu13

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

pylibraft-cu13

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

libcuvs-cu13

cuVS - a library for vector search and clustering on the GPU

cuvs-cu13

cuVS - a library for vector search and clustering on the GPU

pymorton

A lightweight and efficient Python Morton encoder with support for geo-hashing

pgeof

Python wrapper around C++ utilities for computing neighbors and local geometric features of a point cloud

ngt

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

pynear

A python library for efficient KNN search within metric spaces using multiple distance functions.

tfsim-nightly

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

raft-dask-cu13

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

tensorflow-similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

phasecurvefit

Construct Paths through Phase-Space Points

lorann

[NeurIPS'24] Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.

pylibraft-cu11

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

raft-dask-cu11

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

cuvs-cu11

cuVS - a library for vector search and clustering on the GPU

whitetree

Exact nearest-neighbour search for sensor data. Updates without rebuilds.