knn-algorithm

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qdrant /qdrant

Sponsor

Star22.6k

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloudhttps://cloud.qdrant.io/

search search-engine machine-learning neural-network nearest-neighbor-search image-search recommender-system search-engines similarity-search ai-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity ai-search-engine

UpdatedMar 19, 2025
Rust

gitanat /simple-ocr-opencv

Star529

A simple python OCR engine using opencv

opencv machine-learning ocr supervised-learning machinelearning machine-vision machinevision python-ocr knn-algorithm

UpdatedFeb 1, 2024
Python

Suji04 /ML_from_Scratch

Star294

Implementation of basic ML algorithms from scratch in python...

python linear-regression logistic-regression gradient-descent decision-tree-classifier youtube-channel stochastic-gradient-descent decision-tree-regression k-means-clustering knn-algorithm

UpdatedFeb 26, 2021
Jupyter Notebook

alexklibisz /elastik-nearest-neighbors

Star250

Go to:https://github.com/alexklibisz/elastiknn

elasticsearch data-engineering locality-sensitive-hashing elasticsearch-plugin knn similarity-search knn-algorithm

UpdatedApr 20, 2020
Python

ZPGuiGroupWhu /ClusteringDirectionCentrality

Star78

A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between internal and boundary points. The boundary points generate enclosed cages to bind the connections of internal points.

machine-learning clustering knn-algorithm point-pattern-analysis centrality-measures

UpdatedJan 9, 2025
MATLAB

dillondaudert /NearestNeighborDescent.jl

Star46

Efficient approximate k-nearest neighbors graph construction and search in Julia

machine-learning distance nearest-neighbors approximate-nearest-neighbor-search julialang knn-graphs knn-algorithm nndescent

UpdatedMay 16, 2023
Julia

div3125 /k-nearest-neighbors

Star45

Implementation of KNN algorithm in Python 3

python classification knn-algorithm

UpdatedOct 1, 2020
Python

TavinWang /Machine-Learning

Star42

机器学习算法实现及实战

machine-learning linear-regression machine-learning-algorithms ensemble-learning logistic-regression decision-tree clustering-algorithm svm-classifier nerual-network knn-algorithm

UpdatedFeb 27, 2024
Jupyter Notebook

BirchKwok /lynsedb

Star38

A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.

search nlp search-engine database matching nearest-neighbor-search image-search recommender-system pure-python approximate-nearest-neighbor-search similarity-search knn-algorithm rag vector-search vector-database neural-search embedding-similarity vectordb llm-chain

UpdatedJan 27, 2025
Python

sayaliwangane /INTELLIGENT-CAREER-GUIDANCE-SYSTEM

Star37

Web application for engineering students to predict appropriate job roles using Machine learning and other guidance material like job descriptions, links to courses, etc.

css python php machine-learning numpy sklearn pandas webapp flask-application pickle knn bagging knn-classification knn-algorithm

UpdatedJul 29, 2021
PHP

jaydipkumar /Data-Science-Python

Star35

Data Science Python Beginner Level Project

neural-network random-forest machine-learning-algorithms datascience pca artificial-neural-networks convolutional-neural-networks kmeans support-vector-machines decision-tree nlp-machine-learning clustering-algorithm forecasting-models machine-learning-tutorials xgboost-algorithm machine-learning-projects knn-algorithm eclat-algorithm apriori-algorithm-python machine-learning-projects-beginners

UpdatedJul 11, 2020
Jupyter Notebook

thedevstone /Jestures

Star33

A simple framework for gesture recognition in Java

microsoft java demo dtw eclipse findbugs pmd kinect javadoc eclipse-plugin ivy java-8 bintray dynamic-time-warping gesture-recognition kinect-sensor knn-classification kinect-v2 kinect2 knn-algorithm

UpdatedOct 2, 2019
Java

tohtsky /irspack

Star29

Train, evaluate, and optimize implicit feedback-based recommender systems.

eigen matrix-factorization hyperparameter-optimization recommender-systems pybind11 evaluation-framework knn-algorithm optuna

UpdatedJun 3, 2023
Python

ImadSaddik /ElasticSearch_Python_Course

Star28

This repository is part of a course on ElasticSearch in Python. It includes notebooks that demonstrate its usage, along with a YouTube series to guide you through the material.

search-engine elasticsearch embeddings semantic-search knn-algorithm

UpdatedJan 12, 2025
Jupyter Notebook

ericmillsio /whiplash

Star24

Serverless, lightweight, and fast vector database on top of DynamoDB

search search-engine information-retrieval lsh nearest-neighbor-search serverless-framework semantic-search-engine recommender-system serverless-architectures approximate-nearest-neighbor-search semantic-search similarity-search knn-algorithm vector-search vector-database vector-search-engine embedding-similarity

UpdatedDec 7, 2023
Python

aws-samples /gofast-hnsw

Star15

This project is a reference implementation of the Hierarchical Navigable Small World graph paper by Malkov & Yashunin (2018) as a companion to the AWS presentation by Ben Duncan (Startup Solution Architect) "What you need to know about Vector Databases. From use-cases to a deep dive on the technology."

vector vectors knn-algorithm hnsw aws-benchmark vectorstore