Repository navigation

#

knn-algorithm

qdrant/qdrant
Rust
26422
1 天前
Jupyter Notebook
310
5 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
82
21 天前

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
70
21 天前

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

Julia
47
5 个月前

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
45
4 年前

Implementation of KNN algorithm in Python 3

Python
45
5 年前
Python
31
3 个月前

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
17
2 年前

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

C#
12
4 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
3 年前