Benchmarks of approximate nearest neighbor libraries in Python
#计算机科学#For extensive instructor led learning
An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
#计算机科学#TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
#大语言模型#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 hig...
#计算机科学#Python implementation of KNN and DTW classification algorithm
#大语言模型#cuVS - a library for vector search and clustering on the GPU
High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.
#计算机科学#Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
A scalable nearest neighbor search library in Apache Spark
Performance-portable geometric search library
Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.
#计算机科学#Improving Generalization via Scalable Neighborhood Component Analysis
Performance evaluation of nearest neighbor search using Vespa, Elasticsearch and Open Distro for Elasticsearch K-NN
A lightweight and efficient Python Morton encoder with support for geo-hashing
The code repository for the paper: Peijie et al., Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative Filtering. IEEE TKDE, 2023.
kNN-based next-basket recommendation
PostgreSQL extension for spatial indexing on a sphere
Compressing Representations for Self-Supervised Learning