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Search results for python nearest neighbor search
nearest-neighbor-search
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python
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41 search results found
Annoy
⭐
11,776
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Lancedb
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2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Voyager
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1,044
🛰️ Voyager is an approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
Similarity
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979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Pynndescent
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820
A Python nearest neighbor descent for approximate nearest neighbors
Quaterion
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580
Blazing fast framework for fine-tuning similarity learning models
N2
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547
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
Lopq
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512
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Aquiladb
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311
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
Nanopq
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291
Pure python implementation of product quantization for nearest neighbor search
Faiss Wheels
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240
Unofficial faiss wheel builder
Pgann
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136
Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Fast Near Duplicate Image Search
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101
Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.
Citrus
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92
(distributed) vector database
Annbench
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81
A lightweight benchmark for approximate nearest neighbor search
Vector Cookbook
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60
Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.
Superinsight Db
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49
Relational Database for Unstructured Data
Fly Lsh
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48
An implementation of efficient LSH inspired by fruit fly brain
Adventures With Ann
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41
All the code for a series of Medium articles on Approximate Nearest Neighbors
Scikit Hubness
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34
A Python package for hubness analysis and high-dimensional data mining
Jann
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34
Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.
Ivpy
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33
Iconographic Visualization Inside Computational Notebooks
Pylmnn
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25
Large Margin Nearest Neighbors implementation in python
Annchor
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20
Fast k-NN graph construction for slow metrics
Falcon
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16
Large-scale tandem mass spectrum clustering using fast nearest neighbor searching.
Duplicate Img Detection
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15
A basic duplicate image detection service using perceptual image hash functions and nearest neighbor search, implemented using faiss, fastapi, and imagehash
Pynanoflann
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13
Unofficial python wrapper to the nanoflann k-d tree
Image Based Recommendations On Styles And Substitutes
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11
Whiplash
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11
Serverless, lightweight, and fast vector database on top of DynamoDB
Gpu Rsfk
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8
A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.
Vptree
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8
C++ Vantage Point Tree implementation with Python bindings
Bliss
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8
Large Scale Search Index
Tinyknn
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7
A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF
Findkit
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7
A Python library for content-based information retrieval
Flanders
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7
Fast 2D nearest neighbor search with an angle.
Machine Learning Clustering Retrieval
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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
Geographic_information_system
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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
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6
Learned Metric Index (LMI) is a machine learning based data structure for fast look-up of approximate nearest neighbor queries for complex data
Danny
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5
Dictionary Based Approach To Approximate Nearest Neighbors
Siamese
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5
Advertisement search interface based on image similarity.
Sisyphus
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5
Scene similarity for weak object discovery & classification
Tsp Solver
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5
A Travelling Salesman Problem (TSP) solver using a hybrid of strategies
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1-41 of 41 search results
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