nearest-neighbors
There are 272 repositories under nearest-neighbors topic.
erikbern/ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
edyoda/data-science-complete-tutorial
For extensive instructor led learning
fwilliams/point-cloud-utils
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
yahoojapan/NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
rapidsai/raft
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.
markdregan/K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
rapidsai/cuvs
cuVS - a library for vector search and clustering on the GPU
KristofferC/NearestNeighbors.jl
High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.
vc1492a/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].
LinkedInAttic/scanns
A scalable nearest neighbor search library in Apache Spark
arborx/ArborX
Performance-portable geometric search library
umbertogriffo/fast-near-duplicate-image-search
Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.
microsoft/snca.pytorch
Improving Generalization via Scalable Neighborhood Component Analysis
jobergum/dense-vector-ranking-performance
Performance evaluation of nearest neighbor search using Vespa, Elasticsearch and Open Distro for Elasticsearch K-NN
trevorprater/pymorton
A lightweight and efficient Python Morton encoder with support for geo-hashing
PeiJieSun/NESCL
The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE TKDE, 2023.
HaojiHu/TIFUKNN
kNN-based next-basket recommendation
segasai/q3c
PostgreSQL extension for spatial indexing on a sphere
UMBCvision/CompRess
Compressing Representations for Self-Supervised Learning
eddelbuettel/rcppannoy
Rcpp bindings for Annoy
davpinto/fastknn
Fast k-Nearest Neighbors Classifier for Large Datasets
drprojects/point_geometric_features
Python wrapper around C++ utilities for computing neighbors and local geometric features of a point cloud
gchq/annchor
Fast k-NN graph construction for slow metrics
jefferislab/RANN
R package providing fast nearest neighbour search (wraps ANN library)
patrickfav/indoor-positioning
A full-featured indoor positioning system that was developed during my master thesis. It has a javascript based rich UI and has a server-client architecture.
ybyygu/rust-octree
rust implementation of octree algorithm for nearest neighbor search in 3D space
davisidarta/dbMAP
A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big data intrinsic structure to your clustering and data visualization workflow.
dillondaudert/NearestNeighborDescent.jl
Efficient approximate k-nearest neighbors graph construction and search in Julia
ejaasaari/lorann
Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on modern vector embeddings.
jchambers/jvptree
A generic vantage point tree (vp-tree) implementation in Java
Nonlinear-Analysis-Core/NONANLibrary
This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnonan@unomaha.edu.
stephenleo/adventures-with-ann
All the code for a series of Medium articles on Approximate Nearest Neighbors
dylanljones/lattpy
Simple and efficient Python package for modeling d-dimensional Bravais lattices in solid state physics.
nmonath/graphgrove
A framework for building (and incrementally growing) graph-based data structures used in hierarchical or DAG-structured clustering and nearest neighbor search
tirthajyoti/R-stats-machine-learning
Misc Statistics and Machine Learning codes in R