spectral-clustering | Topic | Ecosyste.ms: Repos

Topic: "spectral-clustering"

raysas/ML-from-scratch

a machine learning python library implementation from scratch

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bjam24/bank_customer_segmentation_methods

The main goal of this project is to use various Clustering Methods for Bank Customer Segmentation.

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NilsGies/SpecXY_Public

SpecXY is a user-friendly software solution for preparing, editing, extracting and comparing (spatially resolved) spectral datasets

Language: MATLAB - Size: 183 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

AllanJe/blockmediate

R package : Spectral Clustering to define blocks of mediators causally related or correlated, and multi-block mediation analysis.

Language: R - Size: 37.1 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

LeonardoSaccotelli/Numerical-Methods-For-Computer-Science

Basic and advanced linear algebra and numerical problems, numerical algorithms, and techniques with multiple applications in the field of Computer Science.

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kumaranjalij/Flora-Genie

Flora Genie is a personalized plant recommendation system designed to help amateur gardeners select the most suitable plants for their homes or gardens.

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gauravsangwan/CSL7360-CVAssignment-2

My submission for Assignment 2 based on Image segmentation.

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MohEsmail143/network-anomaly-detection

An attempt at the network anomaly detection task using manually implemented k-means, spectral clustering and DBSCAN algorithms, with manually implemented evaluation metrics (precision, recall, f1-score and conditional entropy) used to evaluate these algorithms.

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haniye6776/clustering-countries

clustering with optimal number of clusters

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emilienaples/sample-projects

Recent sample projects ranging from Machine Learning topics such as Spectral Clustering, the construction of MLPs (Multilayer Perceptrons /Neural Networks), a master thesis in Computer Vision, and more.

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sampolk/DiffusionLearning

This toolbox allows the implementation of the following diffusion-based clustering algorithms on synthetic and real datasets.

Language: MATLAB - Size: 5.56 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mashaan14/only-numpy

Machine learning algorithms implemented using numpy functions.

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glassfox15/credit_card_segmentation

Credit Card User Segmentation With Clustering Techniques: Project for Math 156 (Machine Learning) at UCLA, Fall 2023

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souheib1/Clustering-with-Multi-Layer-Graphs

MVA Project : Geometric Data Analysis

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gr3gor1/SNA

ECE NTUA Assignments

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ejaj/cluster-cart

Project - Computational Tools for Data Science

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Luckilyeee/Graph-based-Clutering-for-TS

Graph-based clustering for time series data (2021 Big Data)

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Snigdho8869/Clustering-Projects

Repository for various clustering projects including mall customer segmentation and more. Explore data analysis and clustering techniques

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mashaan14/ASC-self-tuned-k

Language: MATLAB - Size: 4.17 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DmsPas/Spectral-clustering-of-source-rocks

Spectral clustering of source rock data from the Ionian geotectonic zone of Greece.

Language: MATLAB - Size: 13.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

iliastzanis/GraphAnalysis-ENZYMES-G295-GR

This project utilizes various metrics to analyze a graph network based on data of ENZYMES_g295

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Sarvandani/Machine_learning_9_algorithms_of_clustering

Sklearn, K-means Clustering, Hierarchical Clustering, DBSCAN, Mean Shift Clustering, Gaussian Mixture Models (GMM), Spectral Clustering, Affinity Propagation, OPTICS (Ordering Points to Identify the Clustering Structure), Birch (Balanced Iterative Reducing and Clustering using Hierarchies), marketing_campaign

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kedarghule/Community-Detection-in-Social-Networks

EECE 5645 Project: Performing community detection on Reddit Hyperlink network dataset and leverage the power of Spark and GraphFrames

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benduong2001/dsproject_font_decorator

Font type categorization of photoscanned text using Spectral Embedding, K-means Clustering, CNN, and CV2 image processing

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DoriRimon/Spectral-Clustering

TAU 0368-2161-07 Software Project course: An implementation of the Spectral Clustering algorithm

Language: Python - Size: 48.8 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

hritiksauw199/Know-your-Customers-Market-Analysis

Peformed clustering to summarize customer segments, to market them with relevant products.

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lukegeel101/Mathematical-Modeling

Translate real life problems into mathematical models and use mathematics to solve the problem. Languages for these problems include Python, MATLAB, and R

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Yskandar/Subspace-Sparse-Clustering---LiDAR-Data

In this project, I applied robust spectral clustering techniques to LiDAR scans to outline lines in the environment. After matching the lines across different scans, I can deduce the rotation and translation of the robot between each LiDAR scan.

Language: Python - Size: 9.27 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

hajarmerbouh/Time-Series-Clustering

L’objectif de ce projet est d’appliquer la classification non supervisée dans le cadre de la segmentation d’un ensemble de séries temporelles qui représentent la consommation d’électricité de 100 appartements/ménages observée toutes les 30 minutes durant 91 jours consécutifs. Il s’agit en particulier de détecter de manière automatique des ruptures

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mundyreimer/argo_sensor_clustering

Use spectral clustering, k-means, & gaussian mixture models on PySpark's distributed computing framework to cluster temperature readings of the Argo buoy fleet floating around the world's oceans.

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moharamfatema/img-segmentation

We intend to perform image segmentation. Image segmentation means that we can group similar pixels together and give these grouped pixels the same label. The grouping problem is a clustering problem. We want to study the use of K-means on the Berkeley Segmentation Benchmark.

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saurabhp369/Spectral_Clustering

Classification using Spectral Clustering

Language: MATLAB - Size: 312 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

msikorski93/Wine-Data-Clustering

The goal of this notebook was to introduce and perform clustering algorithms on white wine dataset.

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nouranHisham/image_segmentation

This project was for the pattern recognition course I studied in college. It's a direct application for k-means by segmenting images and comparing them with their ground truth images.

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BelisaDi/Cut-it

Image segmentation is performed by impementing two algorithms: mean-shift and spectral clustering, on different color spaces.

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ArkaB-DS/SpectralClustering

This repo contains the codes, images, report and slides for the project of the course - MTH552A: Statistical & AI Techniques In Data Mining at IIT Kanpur during the academic year 2022-2023.

Language: Python - Size: 1.56 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

benhachy/CommunityDetection

Detecting communities inside the coappearance network of characters in the novel Les Misérables.

Size: 900 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tasoslio/Digital-Image-Processing

Digital Image Processing Assignment(Auth Spring Semester 2021)

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Rahma2015/Graduation-Project-Bacteria-Detection-system-using-Machine-Learning-Algorithms-

Here I will provide some of my work in My graduation Project

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MathCortes/Projeto6-CustomersAnalysis-ML_Clustering

A base de dados que será utilizada é voltada para estudos de perfil dos consumidores, como análises de marketing. Estão disponibilizadas informações básicas dos consumidores, tais como gênero, idade e outros dados financeiros.

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ChristosHadjichristofi/Social-Networks-Analysis-NTUA

[ECE NTUA] Social Networks Analysis assignments

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Abhishek-Nalawade/Spectral-Clustering-and-K-means

Language: Python - Size: 1.28 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

thisishardik/forum-posts-clustering

This project incorporates Hierarchical document clustering of the Kaggle forum posts using data from Meta Kaggle. Includes fine-tuned vectors using GoogleNews embeddings.

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Vinit-source/CSL7382-Medical-image-clustering-assignment.py

The IPython notebook contains the questions as well as the related code. Only numpy has been used.

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zhaone/ML_ZJU

Implementation of various ML algorithms. Projects for Zhejiang University machine learning courses taught by Prof. Deng Cai

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orlovskiy-artem/graph-clustering

Graph clustering project using Markov clustering algorithm, K-medoid algorithm, Spectral algorithm with GUI PyQt5

Language: Python - Size: 336 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

andsfonseca/Ultra-Scalable-Spectral-Clustering

Implementação do Ultra Scalable Spectral Clustering em Python. Projeto da disciplina de Algébra Linear para Ciência de Dados na PUC

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fayolle/spectral_clustering

An implementation of spectral clustering in Matlab

Language: MATLAB - Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

msarrias/spectral-clustering

reproducing Luxburg 2006 paper "A Tutorial on Spectral Clustering", and performing tests on different datasets.

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NikitaVispute/Data-Representation-Projects

Language: Python - Size: 47.9 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Crone1/Clustering-decision-data

This project involved clustering participants of the Iowa Gambling Task based on their decision model parameters

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varungohil/Spectral-Clustering

A small demo comparing spectral clustering and k-means clustering.

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sayarghoshroy/Manifold_Learning

Concepts in Manifold Learning and Spectral Clustering Techniques

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akjayant/Spectral-Clustering

Spectral Clustering is a technique to cluster data which finds use in community detetction applications

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aminaghoul/SegmentationFrance-TimeSeries

Segmentation of France using time series

Size: 535 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

AnneEjsing/Sentiment-Analysis-WI-Fall-19

This repository contains community detection and sentiment analysis created in the sentiment analysis part of the web intelligence (Software, MSc.) course at AAU.

Language: Python - Size: 2.34 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

sadimanna/Spectral_Graph_Clustering

Spectral Graph Clustering Notes

Size: 658 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

sanjanprakash/Sparse-Spectral-Hashing

Retrieving data points similar to a given query from a large database of points using Sparse Spectral Hashing

Language: Python - Size: 46.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

linkingmon/Comm_project

Communication Lab (2019 Spring)

Language: Python - Size: 941 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

atenagm1375/scientific_computing

code exercises for scientific computing course, spring 2019

Language: Python - Size: 258 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

FlorentF9/pyksc Fork of flaviovdf/pyksc

Implementation of the K-Spectral Centroid Algorithm in Python/Cython (with OpenMP), adapted for Python 3

Language: Python - Size: 876 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0