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unsupervised-clustering

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SpectralCluster

wq2012 / SpectralCluster

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

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

Updated Sep 25, 2024
Python

MouseLand / rastermap

a visualization method for neural data

neuroscience neuroscience-methods unsupervised-clustering

Updated Apr 4, 2025
Python

janghyuncho / PiCIE

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

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

Updated Jun 13, 2023
Jupyter Notebook

mcychan / nQuantCpp

nQuantCpp includes top 6 color quantization algorithms for visual c++ producing high quality optimized images.

quality image-processing dithering transparency hilbert-curve cielab visual-cpp color-quantization blue-noise unsupervised-clustering otsu-threshold median-cut otsu-thresholding quantization-algorithms dl3-quantization error-diffusion

Updated Sep 24, 2025
C++

erdogant / clusteval

Clusteval provides methods for unsupervised cluster validation

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

Updated Apr 24, 2025
Jupyter Notebook

CarsonScott / HSOM

Hierarchical self-organizing maps for unsupervised pattern recognition

classifier machine-learning deep-neural-networks ai deep-learning neural-network machine-learning-algorithms ml artificial-intelligence artificial classification unsupervised-learning artificial-neural-network self-organizing-map self-organization artificial-intelligence-algorithms multiclass-classification unsupervised-machine-learning unsupervised-clustering classifier-training

Updated Dec 20, 2019
Python

TheDatumOrg / kshape-matlab

Matlab implementation for k-Shape

time-series clustering matlab time-series-analysis time-series-clustering unsupervised-clustering

Updated Feb 8, 2023
MATLAB

GoGoDuck912 / pytorch-vector-quantization

A Pytorch Implementations for Various Vector Quantization Methods

computer-vision deep-learning vector-quantization unsupervised-clustering self-supervised-learning

Updated Sep 14, 2021
Python

mohammadhashemii / Web-Crawler-Detection

Web Crawler Detection using Unsupervised Algorithms

crawler machine-learning autoencoder fraud-detection anomaly-detection isolation-forest unsupervised-clustering

Updated Sep 5, 2021
Jupyter Notebook

HongJea-Park / robust_EM_for_gmm

MS Yang, A robust EM clustering algorithm for Gaussian mixture models, Pattern Recognit., 45 (2012), pp. 3950-3961

gaussian-mixture-models pattern-recognition unsupervised-clustering gmm-clustering

Updated Jun 25, 2021
Python

orrorcol / soinn

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

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

Updated Apr 28, 2021
C++

mlbio-epfl / hume

[NeurIPS 2023 Spotlight] The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning

deep-learning clustering unsupervised-learning generalization unsupervised-clustering self-supervised-learning neurips neurips-2023

Updated Nov 7, 2023
Python

mthiboust / somap

A flexible, fast and scalable python library for Self-Organizing Maps

python machine-learning ai unsupervised-learning self-organizing-map equinox bio-inspired unsupervised-clustering jax

Updated Aug 9, 2025
Jupyter Notebook

tony-coder / 2020-FC-Unsupervised-Classification-System-for-FintechEnterprises

e企查 | 金融科技服务平台企业数据的无监督分类系统-2020年第十一届中国大学生服务外包创新创业大赛A10赛题

machine-learning vue django-rest-framework element-ui unsupervised-clustering

Updated Mar 8, 2023
Python

zyuan-astro / StarGO-OC

Apply a clustering tool based on self-organizing-map to identify open clusters

astrophysics gaia self-organizing-map unsupervised-clustering

Updated Mar 7, 2021
Jupyter Notebook

creinders / ClusteringAlgorithmsFromScratch

Clustering algorithms (Mean shift and K-Means) from scratch in NumPy, PyTorch, TensorFlow, and JAX

python numpy pytorch kmeans mean-shift unsupervised-clustering jax tensorflow2

Updated Oct 3, 2022
Python

Stuart-D-King / homer_segmentation

Customer segmentation using k-modes unsupervised clustering

python data-analysis k-modes unsupervised-clustering customer-segmentation

Updated Nov 1, 2017
HTML

Mike-Schmidt-Avemac / ai-email-insights

Code created for blog series on unsupervised feature/topic extraction from corporate email content. An implementation for cleaning raw email content, data analysis, unsupervised topic clustering for sentiment/alignment and ultimately several deep-learning models for classification. Details at www.avemacconsulting.com.

email-parsing python-machine-learning unsupervised-machine-learning unsupervised-clustering email-classification pytorch-machine-learning unsupervised-classification email-insights email-nlp

Updated Oct 21, 2021
Python

uttej2001 / Anomaly-Logs-Detection

There are many studies done to detect anomalies based on logs. Current approaches are mainly divided into three categories: supervised learning methods, unsupervised learning methods, and deep learning methods. Many supervised learning methods are used for log-based anomaly detection.

ensemble-learning kmeans-clustering anomaly-detection unsupervised-machine-learning isolation-forest-algorithm unsupervised-clustering stacking-ensemble

Updated Jan 10, 2022
Jupyter Notebook

AjinkyaGhadge / PCA-from-scratch-in-Python

An implementation of Principal Component Analysis for MNIST dataset, and visualization

visualization machine-learning machine-learning-algorithms unsupervised-learning unsupervised-machine-learning unsupervised-clustering

Updated Jan 13, 2020
Jupyter Notebook

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