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Search results for nearest neighbor search

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128 search results found

C++ implementation of KDTree & kNN classification on MNIST

Jni Faiss ⭐ 11

java native interface for faiss

Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.

Approximate Nearest Neighbor using the MRPT algorithm

Multi-index hashing for the resolution of ANN search problem on large datasets

A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.

C++ Vantage Point Tree implementation with Python bindings

Large Scale Search Index

Nearest Neighbor Search ⭐ 7

Nearest neighbor search. Methods: LSH, hypercube, and exhaustive search. C++

Petal Neighbors ⭐ 7

Nearest neighbor search algorithms including a ball tree and a vantage point tree.

A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF

A Python library for content-based information retrieval

High Dimensional Approximate Nearest Neighbor

Fast 2D nearest neighbor search with an angle.

Fast fixed-radius nearest neighbor search

Qalsh_mem ⭐ 6

Query-Aware Locality-Sensitive Hashing for Approximate Nearest Neighbor Search (Memory Version of QALSH)

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

Point-to-Hyperplane Nearest Neighbor Search Beyond the Unit Hypersphere (SIGMOD 2021)

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

Experimenting Weaviate vector database with OpenAI vectorizer module and generative search

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.

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

Chinese Poem Search ⭐ 5

输入现代白话或古文，找到意思接近的古诗

Tsp Solver ⭐ 5

A Travelling Salesman Problem (TSP) solver using a hybrid of strategies

Scene similarity for weak object discovery & classification

Advertisement search interface based on image similarity.

Dictionary Based Approach To Approximate Nearest Neighbors

Shotit Api ⭐ 5

The ultimate brain of Shotit, in charge of task coordination.

101-128 of 128 search results

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