knn-algorithm

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

Updated Mar 11, 2023
MATLAB

TavinWang / Machine-Learning

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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

Updated Feb 27, 2024
Jupyter Notebook

div3125 / k-nearest-neighbors

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Implementation of KNN algorithm in Python 3

python classification knn-algorithm

Updated Oct 1, 2020
Python

dillondaudert / NearestNeighborDescent.jl

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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

Updated May 16, 2023
Julia

Giulianini / Jestures

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A simple framework for gesture recognition in Java

Updated Oct 2, 2019
Java

tohtsky / irspack

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

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

Updated Jun 3, 2023
Python

jaydipkumar / Data-Science-Python

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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

Updated Jul 11, 2020
Jupyter Notebook

sayaliwangane / INTELLIGENT-CAREER-GUIDANCE-SYSTEM

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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

Updated Jul 29, 2021
PHP

ericmillsio / whiplash

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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

Updated Dec 7, 2023
Python

Ralireza / ml-newbie

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simple implementation of machine learning algorithm in pyhton

machine-learning ocr machine-learning-algorithms persian bayes-classifier knn-classification knn-classifier knn-algorithm persian-ocr persian-digit-classifier

Updated Jun 9, 2019
Python

rishabmenon / Traffic-Congestion-Prediction-System

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Traffic Congestion Prediction System using Data Mining

data-science data-mining traffic traffic-analysis data-analysis predictive-modeling traffic-data knn congestion forecasting-models arima-model arima-forecasting knn-algorithm congestion-analysis

Updated Apr 28, 2020
Java

PancakePrediction / Pancake_Pridction_KNN

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For Pancake Pridction, Try to use the machine learning algorithm KNN to predict it.

pancake knn stockchart chainlink binance knn-classifier knn-algorithm bnb pancakeswap pancakeprediction chainlinkprice bnbchart betbull betbear binancekline

Updated Jan 27, 2022
C#

aws-samples / gofast-hnsw

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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