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The Top 23 Nearest Neighbor Search Open Source Projects

Open source projects categorized as Nearest Neighbor Search
Categories > Computer Science > Nearest Neighbor Search
Kdtree ⭐ 11
C++ implementation of KDTree & kNN classification on MNIST
most recent commit 5 years ago
Jni Faiss ⭐ 11
java native interface for faiss
most recent commit 4 years ago
Shotit ⭐ 10
Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.
most recent commit 6 months ago
Go Ann ⭐ 10
Approximate Nearest Neighbor using the MRPT algorithm
total releases 1most recent commit 6 years ago
Boi ⭐ 9
Multi-index hashing for the resolution of ANN search problem on large datasets
most recent commit 6 years ago
Gpu Rsfk ⭐ 8
A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.
most recent commit a year ago
Vptree ⭐ 8
C++ Vantage Point Tree implementation with Python bindings
most recent commit 7 years ago
Bliss ⭐ 8
Large Scale Search Index
most recent commit a year ago
Nearest Neighbor Search ⭐ 7
Nearest neighbor search. Methods: LSH, hypercube, and exhaustive search. C++
most recent commit 7 months ago
Petal Neighbors ⭐ 7
Nearest neighbor search algorithms including a ball tree and a vantage point tree.
dependent packages 1total releases 12most recent commit 4 months agocargo petal-neighbors} Downloads
Tinyknn ⭐ 7
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
most recent commit a year ago
Findkit ⭐ 7
A Python library for content-based information retrieval
most recent commit a year ago
Kd_geraf ⭐ 7
High Dimensional Approximate Nearest Neighbor
most recent commit 7 years ago
Flanders ⭐ 7
Fast 2D nearest neighbor search with an angle.
dependent packages 1total releases 4most recent commit a year agopypi flanders} Downloads
Snn ⭐ 6
Fast fixed-radius nearest neighbor search
total releases 6most recent commit 3 months ago
Qalsh_mem ⭐ 6
Query-Aware Locality-Sensitive Hashing for Approximate Nearest Neighbor Search (Memory Version of QALSH)
most recent commit 3 years ago
Machine Learning Clustering Retrieval ⭐ 6
Built text and image clustering models using unsupervised machine learning algorithms such as nearest neighbors, k means, LDA , and used techniques such as expectation maximization, locality sensitive hashing, and gibbs sampling in Python
most recent commit 6 years ago
P2hnns ⭐ 6
Point-to-Hyperplane Nearest Neighbor Search Beyond the Unit Hypersphere (SIGMOD 2021)
most recent commit 3 years ago
Simsearch Text ⭐ 6
This code implements fast cosine similarity search between text sentences. You have a database of sentences (can be tweets/ documents etc ) and a list of query sentences. This code searches the database and finds the nearest neighbhor to the given queries using cosine similarity. The code supports 1) brute force search 2) Fast exact search by building smart indexes 3) Fast approximate search (given the error tolerance) . It is written in C language and you just need basic c compiler to use the c
most recent commit 7 years ago
Refind ⭐ 6
Experimenting Weaviate vector database with OpenAI vectorizer module and generative search
most recent commit 8 months ago
Geographic_information_system ⭐ 6
A foundational Geographic Information System project developed in Python, demonstrating basic GIS operations like handling spatial data, triangulation, and spatial analysis. This archived project serves as an early career milestone and a resource for those new to GIS programming.
most recent commit 4 months ago
Learnedmetricindex ⭐ 6
Learned Metric Index (LMI) is a machine learning based data structure for fast look-up of approximate nearest neighbor queries for complex data
most recent commit 7 months ago
Chinese Poem Search ⭐ 5
输入现代白话或古文，找到意思接近的古诗
most recent commit 4 months ago
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