GitHub topics: spectral-clustering
ravitejaCR7/Machine-Learning
Language: Python - Size: 186 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 1

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.
Language: Jupyter Notebook - Size: 4.47 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

alexvoedi/bachelor-thesis-computer-science
Spectral Cluster Analysis - Comparison and Validation of Spectral Clustering Algorithms regarding Clustering Validation Metrics
Language: TeX - Size: 6.13 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Li-Hongmin/MyPaperWithCode
A simple implementation of our paper
Language: MATLAB - Size: 143 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 3

imtiazziko/Variational-Fair-Clustering
Variational Fair clustering
Language: Python - Size: 10.9 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 2

longhongc/CMSC828C-hw6
K-means, Spectral clustering, PCA, and Kernel PCA
Language: Jupyter Notebook - Size: 479 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

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

axelv/KSC_tensorflow 📦
Implementation of clustering network with automatic feature extraction for NILM.
Language: Python - Size: 20.5 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

Rage997/Spectral-Clustering-mesh-segmentation
A Blender Add-On to perform Spectral Clustering on 3D Objects
Language: Python - Size: 196 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

benduong2001/dsproject_font_decorator
Font type categorization of photoscanned text using Spectral Embedding, K-means Clustering, CNN, and CV2 image processing
Language: Jupyter Notebook - Size: 101 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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
Size: 12.6 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ZhaZhaFon/repo_spectralclustering Fork of wq2012/SpectralCluster
说话人分割仓库-聚类分割-谱聚类 || a ready-to-use repo for Speaker Diariazation with Spectral Clustering
Language: Jupyter Notebook - Size: 33.1 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

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

surajiyer/topic-analysis
Python library to perform topic detection on textual data that are generated over time.
Language: Python - Size: 4.01 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

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
Language: Jupyter Notebook - Size: 3.81 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

salimandre/graph-clustering
unsupervised clustering, generative model, mixed membership stochastic block model, kmeans, spectral clustering, point cloud data
Language: Python - Size: 4.63 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 2

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.
Language: Jupyter Notebook - Size: 65.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

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

xiangzhemeng/Amazon-Electronic-Product-Network-Analysis
Amazon Electronic Products Network Analysis
Language: Jupyter Notebook - Size: 127 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 2

JoshuaDBruton/SparseCoefficientClustering
Spectral Clustering on the Sparse Coefficients of Learned Dictionaries - Published in SIVP
Language: Python - Size: 2.09 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

ftudisco/nonlinear-core-periphery
Code used for the paper "A nonlinear spectral method for core-periphery detection in networks" by F. Tudisco and D. J. Higham
Language: MATLAB - Size: 507 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2

msikorski93/Wine-Data-Clustering
The goal of this notebook was to introduce and perform clustering algorithms on white wine dataset.
Language: Jupyter Notebook - Size: 1.75 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

abs711/Data-Analysis
Exploration of computational methods for data analysis
Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

akjayant/Linear-Algebra
Linear Algebra Course Assignments at IISc, Bangalore
Language: Python - Size: 2.77 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - 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

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

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

ikar1234/BioSpecGT
Spectral graph theory for Biological network analysis
Language: HTML - Size: 13.7 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

AdityaThaokar/Community-Detection-Empirical-Study
We have compared the different community detection algorithms for multiple real-world social networks with some standard datasets.
Language: Python - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Rahma2015/Graduation-Project-Bacteria-Detection-system-using-Machine-Learning-Algorithms-
Here I will provide some of my work in My graduation Project
Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

crj32/Spectrum
Density adaptive spectral clustering for single or multi-view data
Language: R - Size: 3.55 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 1

Davidmenamm/DataScience_Unsupervised_Machine_Learning_SpectralClustering
Unsupervised Spectral Clustering Machine Learning Model Implemented
Language: Python - Size: 695 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

ChristosHadjichristofi/Social-Networks-Analysis-NTUA
[ECE NTUA] Social Networks Analysis assignments
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yuzhenfeng2002/Ridesharing-Matching-Prediction-on-Grid-Network
Codes in this repository are aimed to implement the prediction & simulation of the mathematical model in the paper [https://doi.org/10.1016/j.trb.2021.10.005] on a grid network and try to divide ODs into several clusters to accelerate the process.
Language: C++ - Size: 30.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

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

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

AlonHarell/Spectral-Clustering-K-means
A clustering (object categorization) algorithm, with an implementation of K-means and K-means++
Language: C - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

bit-ml/sfseg
[IJCAI 2020] A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time
Language: Python - Size: 19.4 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

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.
Language: Jupyter Notebook - Size: 6.78 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

SasCezar/PedestrianTrajectoryClustering
Automatic classification of pedestrian trajectories using clustering techniques.
Language: Python - Size: 5.93 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 3

xibosun/clustering-algorithms-implementation
The implementation of two clustering algorithms, including SCRB and USPEC.
Language: MATLAB - Size: 38.1 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

nbfigueroa/SPCM-CRP
Toolbox for spectral non-parametric clustering of SPD matices (covariance matrices and ellipsoids). Also contains code for EM-based GMM learning and inference for Bayesian non-parametric CRP-GMM.
Language: MATLAB - Size: 130 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 2

daisuke-motoki/relational_data_learning
Relational Data Learning
Language: Python - Size: 73.2 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 2

mkamran37/CSE-601-Data-mining
CSE 601 Data mining and bioinformatics
Language: Python - Size: 4.06 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

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.
Language: Jupyter Notebook - Size: 1.51 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

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

abojchevski/rsc
Robust Spectral Clustering. Implementation of "Robust Spectral Clustering for Noisy Data: Modeling Sparse Corruptions Improves Latent Embeddings".
Language: Jupyter Notebook - Size: 736 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 24 - Forks: 4

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
Language: Jupyter Notebook - Size: 5.06 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

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.
Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: over 2 years 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
Language: Jupyter Notebook - Size: 18.3 MB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 2

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

varungohil/Spectral-Clustering
A small demo comparing spectral clustering and k-means clustering.
Language: HTML - Size: 322 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

akjayant/Spectral-Clustering
Spectral Clustering is a technique to cluster data which finds use in community detetction applications
Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

sayarghoshroy/Manifold_Learning
Concepts in Manifold Learning and Spectral Clustering Techniques
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GAnagno/Dimensionality-Reduction
Linear and nonlinear dimensionality reduction and manifold learning.
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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

anthony-poon/homework.bigdata.assignment-2-spectral-clustering
Assignemnt 2 for big data class in CUHK master program. This is an implementation of spectral clustering.
Language: Java - Size: 1.89 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - 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

ktsiounis/DataClusteringAlgorithms
Language: Jupyter Notebook - Size: 963 KB - Last synced at: almost 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

sidharththapar/Machine-Learning-from-scratch
Implementation of supervised and unsupervised Machine Learning algorithms in python from scratch!
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Zhiwu-Zhang-Lab/genetic_spectral_AutoEncoder
This repository if for creating auto-encoders easily. The main focus of the auto-encoders on this page is for genetic and spectral data analysis but likely could be used for any high dimensional data
Language: Jupyter Notebook - Size: 138 KB - Last synced at: 24 days ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Joseph94m/ParisClustering
Clustering of different touristic attractions in Paris
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: 9 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

Twice22/Unsupervised-Learning
My report for the class given by the visited lecturer René Vidal at the ENS
Language: Jupyter Notebook - Size: 133 MB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

kevinniechen/clustering
Implementations of spectral clustering, k-means clustering, and expectation maximization
Language: Jupyter Notebook - Size: 5.27 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

sibbs-gambling/spectral-clust-crypto
Spectral Clustering of Cryptocurrencies
Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1

smauermann/ROIFi
Experimental tool to find Regions Of Interest in MRI data. Proof-of-concept only.
Language: Python - Size: 2.11 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

dodiku/clustering_comparison
This is a comparison between 3 popular machine learning clustering algorithms using scikit-learn.
Language: Python - Size: 18.3 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

unnitin/project-codes
This is a portfolio of major analytical projects that have been completed.
Language: SAS - Size: 8.18 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 1
