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knn-algorithm

qdrant/qdrant
Rust
23096
19 小时前
Jupyter Notebook
295
4 年前

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.

MATLAB
78
23 天前

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

Julia
46
2 年前

Implementation of KNN algorithm in Python 3

Python
45
5 年前

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

PHP
42
4 年前

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.

Jupyter Notebook
38
3 个月前
Python
30
2 年前

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."

Jupyter Notebook
16
2 年前

A casestudy about K-nearest-neighbors Algorithm

Jupyter Notebook
12
3 年前

simple implementation of machine learning algorithm in pyhton

Python
12
6 年前

A look-alike model to identify potential clients based on certain characteristics from the existing customer base.

Python
12
2 年前