unsupervised-clustering

There are 3 repositories under unsupervised-clustering topic.

SpectralCluster
wq2012 / SpectralCluster
Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.
machine-learning clustering spectral-clustering unsupervised-learning speaker-diarization unsupervised-clustering python constrained-clustering auto-tune
Language:Python 491
janghyuncho / PiCIE
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)
semantic-segmentation unsupervised-clustering self-supervised-learning unsupervised-learning
Language:Jupyter Notebook 190
MouseLand / rastermap
a visualization method for neural data
neuroscience neuroscience-methods unsupervised-clustering
Language:Python 161
nQuantCpp
mcychan / nQuantCpp
nQuantCpp includes top 6 color quantization algorithms for visual c++ producing high quality optimized images.
color-quantization quantization-algorithms dl3-quantization error-diffusion image-processing cielab visual-cpp dithering unsupervised-clustering median-cut transparency quality otsu-threshold otsu-thresholding hilbert-curve blue-noise
Language:C++ 104
CarsonScott / HSOM
Hierarchical self-organizing maps for unsupervised pattern recognition
ai artificial artificial-intelligence artificial-intelligence-algorithms artificial-neural-network classification classifier classifier-training deep-learning deep-neural-networks machine-learning machine-learning-algorithms ml multiclass-classification neural-network self-organization self-organizing-map unsupervised-clustering unsupervised-learning unsupervised-machine-learning
Language:Python 59
TheDatumOrg / kshape-matlab
Matlab implementation for k-Shape
clustering matlab time-series time-series-analysis time-series-clustering unsupervised-clustering
Language:MATLAB 53
erdogant / clusteval
Clusteval provides methods for unsupervised cluster validation
clustering dbindex density-based-clustering machine-learning python silhouette-method unsupervised-clustering validation
Language:Jupyter Notebook 52
GoGoDuck912 / pytorch-vector-quantization
A Pytorch Implementations for Various Vector Quantization Methods
vector-quantization deep-learning self-supervised-learning computer-vision unsupervised-clustering
Language:Python 24
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 gmm-clustering pattern-recognition unsupervised-clustering
Language:Python 20
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
Language:C++ 15
mlbio-epfl / hume
[NeurIPS 2023 Spotlight] The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning
clustering deep-learning generalization neurips neurips-2023 self-supervised-learning unsupervised-clustering unsupervised-learning
Language:Python 12
mohammadhashemii / Web-Crawler-Detection
Web Crawler Detection using Unsupervised Algorithms
unsupervised-clustering crawler fraud-detection machine-learning isolation-forest anomaly-detection autoencoder
Language:Jupyter Notebook 11
Stuart-D-King / homer_segmentation
Customer segmentation using k-modes unsupervised clustering
unsupervised-clustering k-modes python customer-segmentation data-analysis
Language:HTML 10
zyuan-astro / StarGO-OC
Apply a clustering tool based on self-organizing-map to identify open clusters
unsupervised-clustering gaia astrophysics self-organizing-map
Language:Jupyter Notebook 10
AjinkyaGhadge / PCA-from-scratch-in-Python
An implementation of Principal Component Analysis for MNIST dataset, and visualization
machine-learning machine-learning-algorithms unsupervised-machine-learning unsupervised-learning unsupervised-clustering visualization
Language:Jupyter Notebook 9
creinders / ClusteringAlgorithmsFromScratch
Clustering algorithms (Mean shift and K-Means) from scratch in NumPy, PyTorch, TensorFlow, and JAX
jax kmeans mean-shift numpy pytorch tensorflow2 unsupervised-clustering python
Language:Python 9
gsarti / cancer-detection
Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste
convolutional-neural-networks cancer-detection cancer university-project university-of-trieste data-science dssc capsule-network capsule-networks healthcare random-forest image-segmentation unsupervised-clustering
Language:Jupyter Notebook 9
somap
mthiboust / somap
A flexible, fast and scalable python library for Self-Organizing Maps
jax machine-learning python self-organizing-map unsupervised-clustering unsupervised-learning equinox ai bio-inspired
Language:Jupyter Notebook 9
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**大学生服务外包创新创业大赛A10赛题
django-rest-framework element-ui machine-learning unsupervised-clustering vue
Language:Python 9
janelleszary / intuiShop
Short project completed at Insight Data Science as part of a consulting project with an e-commerce fashion company. Uses neural networks to embed text and images into high-d feature space in order to perform classification, and new-cluster discovery. Also prototypes an idea for recommendations.
deep-learning unsupervised-clustering classification fashion
Language:Jupyter Notebook 8
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 email-insights email-nlp email-classification python-machine-learning pytorch-machine-learning unsupervised-machine-learning unsupervised-clustering unsupervised-classification
Language:Python 8
NikhilGupta1997 / Data-Mining-Algorithms
A generic library created to perform unsupervised clustering and frequent subgraph mining
data-mining clustering isomorphism frequent-subgraph-mining unsupervised-clustering
Language:C++ 8
AAndonio / Unsupervised-Feature-Selection-NDFS
Unsupervised Feature Selection NDFS is a project that shows how to select features with NDFS algorithm
unsupervised-learning unsupervised-machine-learning unsupervised-clustering time-series classification-model
Language:Python 7
anshul1004 / TweetsClustering
Clustering similar tweets using K-means clustering algorithm and Jaccard distance metric
clustering clustering-algorithm data-preprocessing health-data jaccard jaccard-distance jaccard-similarity k-means k-means-clustering k-means-implementation-in-python machine-learning python python3 tweet-classifier tweet-clustering tweets twitter uci-machine-learning unsupervised-clustering unsupervised-learning
Language:Python 7
erayyildiz / PersonalizedPageRankForCategorization
Unsupervised categorization of customer reviews into aspect categories using Personalized Page Rank
pagerank-algorithm personalized-pagerank aspect-category text-categorization unsupervised-clustering customer-review-categorization graph
Language:Jupyter Notebook 7
charmichokshi / Unsupervised-Image-Segmentation-Algorithms
image-segmentation unsupervised-clustering kmeans-clustering dbscan-clustering mean-shift n-cut graph-cut watershade
Language:Python 6
DaniJonesOcean / GMM_example
Demo: how to apply Gaussian mixture modelling to Argo float data
argo demo gmm profiles unsupervised-clustering
Language:Jupyter Notebook 6
nQuantGpp
mcychan / nQuantGpp
nQuantGpp includes top 10 color quantization algorithms for g++ producing high quality optimized images.
blue-noise cielab color-quantization dithering dl3-quantization error-diffusion hilbert-curve image-processing median-cut opencv otsu-threshold otsu-thresholding quantization-algorithms transparency unsupervised-clustering
Language:C++ 5
SaumyaBhandari / ThePathfinder
A Computer Vision Based Navigation System which uses Differentiable Feature Clustering to Segment the road. And uses different ROI based methods to figure out road, and detect obstacles in it and provides any kind of self driving system to either go ahead or stop.
artificial-intelligence computer-vision deep-learning self-driving-car unsupervised-clustering unsupervised-learning
Language:Python 5
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.
anomaly-detection unsupervised-clustering unsupervised-machine-learning kmeans-clustering isolation-forest-algorithm ensemble-learning stacking-ensemble
Language:Jupyter Notebook 5
zcebeci / fcvalid
Internal Validity Indexes for Fuzzy and Possibilistic Clustering
clustering clustering-analysis validation validity-indices fuzzy-internal-indexes fuzzy-cmeans-clustering fuzzy-clustering-analyses fuzzy-possibilistic-cmeans possibilistic-clustering-algorithms validate fcm pcm unsupervised-learning unsupervised-machine-learning unsupervised-clustering cluster-analysis number-of-clusters clustering-evaluation clustering-validation clustering-benchmarks
Language:R 5
baggepinnen / AudioClustering.jl
Utilities for clustering of audio samples
clustering audio audio-analysis unsupervised-learning unsupervised-clustering spectral-analysis
Language:Julia 4
havelhakimi / seeds
Prototype based clustering on seeds dataset
clarans kmeans-clustering kmedoids-clustering clustering-algorithm prototype-based-clustering unsupervised-clustering
Language:Jupyter Notebook 4
ndgigliotti / cluster-optimizer
A GridSearchCV-like hyperparameter optimizer for clustering (no cross-validation).
scikit-learn clustering clustering-evaluation unsupervised-clustering hyperparameter-optimization hyperparameter-tuning hyperparameter-search transductive-learning supervised-clustering
Language:Jupyter Notebook 4
ricardozacarias / nyc-crime-ML
Forecasting and spatio-temporal clustering of criminal activity in NYC.
machine-learning unsupervised-clustering arima-forecasting exploratory-data-analysis statistics baseline-algorithm geographical-information-system geopandas geoclustering
Language:Jupyter Notebook 4
ShengyuH / cluster-by-fast-find-and-search-of-density-peaks
remote-sensing unsupervised-clustering
Language:MATLAB 4

unsupervised-clustering

wq2012 / SpectralCluster

janghyuncho / PiCIE

MouseLand / rastermap

mcychan / nQuantCpp

CarsonScott / HSOM

TheDatumOrg / kshape-matlab

erdogant / clusteval

GoGoDuck912 / pytorch-vector-quantization

HongJea-Park / robust_EM_for_gmm

orrorcol / soinn

mlbio-epfl / hume

mohammadhashemii / Web-Crawler-Detection

Stuart-D-King / homer_segmentation

zyuan-astro / StarGO-OC

AjinkyaGhadge / PCA-from-scratch-in-Python

creinders / ClusteringAlgorithmsFromScratch

gsarti / cancer-detection

mthiboust / somap

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

janelleszary / intuiShop

Mike-Schmidt-Avemac / ai-email-insights

NikhilGupta1997 / Data-Mining-Algorithms

AAndonio / Unsupervised-Feature-Selection-NDFS

anshul1004 / TweetsClustering

erayyildiz / PersonalizedPageRankForCategorization

charmichokshi / Unsupervised-Image-Segmentation-Algorithms

DaniJonesOcean / GMM_example

mcychan / nQuantGpp

SaumyaBhandari / ThePathfinder

uttej2001 / Anomaly-Logs-Detection

zcebeci / fcvalid

baggepinnen / AudioClustering.jl

havelhakimi / seeds

ndgigliotti / cluster-optimizer

ricardozacarias / nyc-crime-ML

ShengyuH / cluster-by-fast-find-and-search-of-density-peaks