Projects in Awesome Lists tagged with unsupervised-clustering

https://github.com/wq2012/spectralcluster

Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.

auto-tune clustering constrained-clustering machine-learning python speaker-diarization spectral-clustering unsupervised-clustering unsupervised-learning

Last synced: 16 May 2025

https://github.com/mouseland/rastermap

a visualization method for neural data

neuroscience neuroscience-methods unsupervised-clustering

Last synced: 15 May 2025

https://github.com/janghyuncho/PiCIE

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

self-supervised-learning semantic-segmentation unsupervised-clustering unsupervised-learning

Last synced: 08 May 2025

https://github.com/erdogant/clusteval

Clusteval provides methods for unsupervised cluster validation

clustering dbindex density-based-clustering machine-learning python silhouette-method unsupervised-clustering validation

Last synced: 05 Apr 2025

https://github.com/orrorcol/soinn

SOINN / 聚类 / 无监督聚类 / 快速 / clustering / unsupervised clustering / fast

clustering clustering-algorithm cpp14 python soinn unsupervised-clustering unsupervised-learning

Last synced: 10 Apr 2025

https://github.com/gsarti/cancer-detection

Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste

cancer cancer-detection capsule-network capsule-networks convolutional-neural-networks data-science dssc healthcare image-segmentation random-forest university-of-trieste university-project unsupervised-clustering

Last synced: 08 May 2025

https://github.com/shengyuh/cluster-by-fast-find-and-search-of-density-peaks

remote-sensing unsupervised-clustering

Last synced: 10 Apr 2025

https://github.com/baggepinnen/audioclustering.jl

Utilities for clustering of audio samples

audio audio-analysis clustering spectral-analysis unsupervised-clustering unsupervised-learning

Last synced: 15 Mar 2025

https://github.com/benjdiasaad/mapreduce_k-means

Implémentation de l'algorithme de clustering k-means en utilisant le framework Hadoop version 3.1.3 (MapReduce).

big-data hadoop-hdfs hadoop-mapreduce kmeans-clustering mapreduce-java unsupervised-clustering

Last synced: 14 May 2025

https://github.com/zcebeci/fcvalid

Internal Validity Indexes for Fuzzy and Possibilistic Clustering

cluster-analysis clustering clustering-analysis clustering-benchmarks clustering-evaluation clustering-validation fcm fuzzy-clustering-analyses fuzzy-cmeans-clustering fuzzy-internal-indexes fuzzy-possibilistic-cmeans number-of-clusters pcm possibilistic-clustering-algorithms unsupervised-clustering unsupervised-learning unsupervised-machine-learning validate validation validity-indices

Last synced: 12 Jun 2025

https://github.com/ragibson/cuda-k-means

An implementation of Lloyd's algorithm for data clustering on GPUs and computational accelerators.

clustering cuda gpu k-means unsupervised-clustering

Last synced: 23 Feb 2025

https://github.com/mohamedsebaie/algorithm-workshop-in_python-iti_clustering_project

Clustering Algorithms (KMeans, MeanShift, (Merged KMean and MeanShift) and DBSCAN)

algorithm algorithms clustering dbscan dbscan-algorithm dbscan-clustering dbscan-clustering-algorithm dbscan-clusters kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm kmeansclustering machine-learning-algorithms meanshift meanshift-clustering python unsupervised-clustering unsupervised-learning-algorithms unsupervised-machine-learning

Last synced: 14 Mar 2025

https://github.com/prakharchoudhary/cluster-mania

Exploring the domain of Unsupervised learning via Clustering.

machine-learning matplotlib-figures python scikitlearn-machine-learning unsupervised-clustering

Last synced: 11 Jun 2025

https://github.com/jiko23/jayanta_-techgig-

Keyword/entity/phrases identification & a possible approach to map to categories

neural-network nlp-machine-learning phrase-extraction python-3-6 rake-nltk unsupervised-clustering

Last synced: 12 Mar 2025

https://github.com/mahmoud-elghonemy/prediction-using-unsupervised-ml

from the given "iris" dataset predict the optimum number of clusters and represent it visually

clustering elbow-method kmeans-clustering unsupervised-clustering unsupervised-machine-learning

Last synced: 15 May 2025

https://github.com/praatibhsurana/unsupervised-topic-modeling

A project on unsupervised topic modeling of garage reviews.

gensim latent-dirichlet-allocation nlp nlp-classification-model pyldavis topic-modeling unsupervised-clustering

Last synced: 31 Mar 2025

https://github.com/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

auto-encoder auto-encoders autoencoder autoencoders dimensionality-reduction genetics genomics gwas keras machine-learning machine-learning-algorithms nir nonlinear population-structure spectral-analysis spectral-clustering unsupervised unsupervised-clustering unsupervised-learning unsupervised-machine-learning

Last synced: 15 Mar 2025

https://github.com/carlosmatheus/bifrost

Slack bot that aims to connect your company employees - Code in Quero 2018 Hackathon Project

graph-algorithms machine-learning networking slack-bot unsupervised-clustering unsupervised-learning

Last synced: 08 Mar 2025

https://github.com/analyticalnahid/unsupervised-machine-learning

Most popular unsupervised Machine Learning algorithms from scratch with implementation using Scikit-learn & others library

machine-learning-algorithms machinelearning-python unsupervised-clustering unsupervised-feature-learning unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning

Last synced: 28 Mar 2025

https://github.com/kizman-23/unsupervised_models

underlining patterns and relationship between data

kmeans-clustering-algorithm unsupervised-clustering unsupervised-machine-learning

Last synced: 18 Feb 2025

https://github.com/muhammadfahd/customer_segmentation_using_kmeans

mini machine learning project (unsupervised learning type) that uses K-Means clustering to segment mall customers based on their annual income and spending score. With proper guide and code. Build with Streamlit for UI.

huggingface-spaces machine-learning python streamlit unsupervised-clustering

Last synced: 07 May 2025

https://github.com/abhi227070/customer-segmentation-using-kmeans

Utilizing KMeans clustering, this project segments customers for targeted marketing and analysis. Developed on Google Colab, it imports datasets from Kaggle, performs data analysis, preprocessing, and model building, providing actionable insights for businesses.

clustering kmeans-clustering machine-learning machine-learning-algorithms machinelearning python3 unsupervised-clustering unsupervised-learning unsupervised-machine-learning