clustering-algorithms

There are 3 repositories under clustering-algorithms topic.

milaan9 / Clustering_Algorithms_from_Scratch
Implementing Clustering Algorithms from scratch in MATLAB and Python
clustering-algorithms cluster-analysis clustering-methods clustering-models clustering-benchmark tutor-milaan9 machine-learning-algorithms cluster unsupervised-learning clustering-analysis subspace-clustering
Language:Jupyter Notebook 202
egaoharu-kensei / ML-algorithms-from-scratch.-Course-for-beginners
ML-algorithms from scratch using Python. Classic Machine Learning course.
bagging-and-random-forest boosting-algorithms clustering-algorithms data-science decision-tree-cart knn lda machine-learning machine-learning-algorithms-from-scratch machine-learning-course matplotlib numpy pandas pca python regression-algorithms scikit-learn seaborn stacking-blending svm
Language:Jupyter Notebook 96
jeremy191 / clustering-based-anomaly-detection
This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets
nsl-kdd dbscan-algorithm clustering clustering-algorithms lof dataset isolation-forest anaconda kmeans-clustering f1-score min-max-scaler onehot-encoder ids2017 missing-values simple-imputer normalized-mutual-info anomaly-detection score-metrics
Language:Jupyter Notebook 57
gagolews / clustering-benchmarks
A framework for benchmarking clustering algorithms
benchmark-suite benchmarking cluster cluster-analysis clustering clustering-algorithms clustering-benchmarks clustering-evaluation data data-science dataset datasets ground-truth machine-learning
Language:Python 44
Pegah-Ardehkhani / Customer-Segmentation
Customer Personality Analysis Using Clustering
agglomerative-clustering clustering clustering-algorithms customer-profiling customer-segmentation customer-segmentation-analysis data-science machine-learning python customer-analysis customer-personality-analysis
Language:Jupyter Notebook 25
guglielmosanchini / ClustViz
Visualization of many Clustering Algorithms, via Notebook or GUI
clustering-algorithms clustering-visualization-notebook gui visualization chameleon graphviz hdbscan metis notebook birch clustering optics dbscan hierarchical-clustering clarans explainable-ai clara pam denclue
Language:Jupyter Notebook 24
Mthrun / FCPS
The Fundamental Clustering Problems Suite (FCPS) summaries 54 state-of-the-art clustering algorithms, common cluster challenges and estimations of the number of clusters as well as the testing for cluster tendency.
clustering-algorithms cluster-tendency cluster-analysis cluster-challenge r-package data-mining unsupervised-machine-learning
Language:HTML 23
durgeshsamariya / awesome-clustering-resources
Clustering related books and research papers.
clustering-algorithms subspace-clustering data-clustering text-clustering survey
13
giusalfieri / IPA_Project
Aircraft detection in satellite images using computer vision and machine learning.
aircraft-detection clustering-algorithms computer-vision cpp20 data-preprocessing feature-extraction machine-learning opencv python3 satellite-images svm-classifier template-matching
Language:C++ 12
ilhansevval / Machine_Learning
This repository includes machine learning algorithms which is classification, regression, clustering, NLP, PCA, model selection and recommendation systems
classification-algorithm clustering-algorithms machine-learning model-selection nlp-machine-learning pca-analysis regression-algorithms evaluation-model
Language:Jupyter Notebook 10
Kesa2773 / UIImageColorPalette
UIImageColorPalette is a versatile utility for extracting the prominent colors from images in iOS. It efficiently identifies and provides the three most prevalent colors in a UIImage.
clustering-algorithms color-analysis color-palette computer-vision graphics-programming image-processing image-rendering ios-development objective-c uicolor uiimage
Language:Objective-C 9
arminZolfaghari / CMeans_fuzzy
Classification based on Fuzzy Logic(C-Means) - Computational Intelligence Course 2nd Project
clustering clustering-algorithms fuzzy-cmeans-clustering cmeans artificial-intelligence
Language:Python 7
dple / awesome-papers-and-source-code-for-anomaly-detection
Awesome machine learning algorithms for anomaly detection, including papers and source code
anomaly-detection machine-learning-algorithms deep-learning open-source outlier-detection distance-based-outlier-detection clustering-algorithms isolation-forest
7
Samxx97 / Fuzzy-Clustering
An Implementation of fuzzy clustering algorithms in Numpy
fuzzy-cmeans-clustering numpy-library clustering-algorithms vectorized-computation
Language:Python 7
billsioros / cmeans
A version of the K-Means Algorithm targeting the Capacitated Clustering Problem
clustering-algorithm vrp kmeans-clustering clustering clustering-algorithms kmeans kmeans-algorithm kmeans-clustering-algorithm
Language:C++ 5
mdarm / hyperspectral-image-clustering
Project on hyperspectral-image clustering for the Μ402 - Clustering Algorithms course, NKUA, Fall 2022.
adjusted-rand-index calinski-harabaz-score clustering-algorithms elbow-method hierarchical-clustering hyperparameter-optimization hyperspectral-imaging k-means-clustering mutual-information-score principal-component-analysis
Language:MATLAB 4
n0obcoder / Clustering-Algorithms-in-Numpy
Implementation of some of the most used Clustering Algorithms from scratch (only using Numpy)
python numpy clustering-algorithms kmeans-clustering kmeans kmeans-algorithm kmeans-clustering-algorithm meanshift
Language:Python 4
FearlessFrench / provider-segmentation
Data clustering project with K-Means, Hierarchical Clustering, DBSCAN, Spectral Clustering, and GMM.
cluster-analysis clustering clustering-algorithms exploratory-data-analysis feature-extraction feature-selection clustering-evaluation
Language:Jupyter Notebook 3
sadit / KCenters.jl
A library gathering diverse algorithms for clustering, similarity search, prototype selection, and data encoding based on k-cluster algorithms.
encoding prototype-selection k-centers clustering-algorithms
Language:Julia 3
sahandkhoshdel99 / Intelligent-Systems-ML-
naive-bayes-classifier svm-classifier neural-networks q-learning-algorithm genetic-algorithm gradient-descent stochastic-gradient-descent bootsrapping decision-trees simulated-annealing fuzzy-systems optimzation armijo-backtrack bias-variance-tradeoff clustering-algorithms knn-classifier affinity-propagation k-means-clustering random-forest-classifier mlp-classifier
Language:Jupyter Notebook 3
Assem-ElQersh / E-Commerce-Customers-Segmentation
This Repository is a Part of MSC EELU Data Science & Machine Learning Bootcamp Final Project
e-commerce clustering-algorithms customer-segmentation data-science machine-learning targeted-marketing
Language:Jupyter Notebook 2
cgao-comp / DMFO
The code of paper "Xianghua Li, Xin Qi, Xingjian Liu, Chao Gao, Zhen Wang, Fan Zhang, Jiming Liu, A discrete moth-flame optimization with an L2-norm constraint for network clustering, IEEE Transactions on Network Science and Engineering 2022".
clustering-algorithms complex-networks optimization search-problems sociology spirals statistics
Language:MATLAB 2
elenagarciamorato / PDASC
Approximate Nearest Neighbors for distributed systems using any arbitrary distance function
approximate-nearest-neighbor-search clustering-algorithms distance-measures distributed-systems nearest-neighbor-search python
Language:Python 2
kliments / VR_VA
Visual analytics tool for collaborative multiVR environment.
multi-vr htc-vive clustering-algorithms data-visualization
Language:C# 2
Saravanan9698 / Clickstream_Customer_Conversion
Analyzes clickstream data from an e-commerce platform to predict customer conversions, estimate potential revenue, and segment users for personalized marketing strategies. By leveraging machine learning techniques, the project enhances decision-making for businesses seeking to optimize user engagement and sales.
data-preprocessing feature-engineering machine-learning matplotlib model-engineering numpy pandas pipeline python scikit-learn seaborn streamlit-web-application tensorflow xgboost classification-algorithm clustering-algorithms model-evaluation regression-algorithms predicting-potential-revenue segmentation-users
Language:Jupyter Notebook 2
SergeiNikolenko / AntibodyCluster
The AntibodyCluster repository contains scripts designed to extract sequences of amino acid chains from antibodies present in Protein Data Bank (PDB) format files. The scripts employ the SAbDab database for file processing.
anaconda-environment bioinformatics cluster-analysis clustering-algorithms fasta python sabdab amino-acid-sequencing antibody-sequencing pdb-file-processing
Language:Jupyter Notebook 2
shayanshabani / MIR-2024-Project
A movie information retrieval system that crawls IMDb data, removes duplicates via LSH, indexes movie details, and retrieves relevant results using Okapi BM25. Features include query-based search, classification, clustering, BERT fine-tuning, a recommender system, and evaluation using metrics like precision and recall.
information-retrieval machine-learning bert classification-algorithms clustering-algorithms llms recommender-systems
Language:Jupyter Notebook 2
shreyansh-2003 / Hands-On-With-Machine-Learning-Algorithms
This repository contains a collection of labs that explore various machine learning algorithms and techniques. Each lab focuses on a specific topic and provides detailed explanations, code examples, and analysis. The labs cover clustering, classification and regression algos, hyperparameter tuning, data-preprocessing and various evaluation metrics.
machine-learning classification-algorithm clustering-algorithms data-preparation-and-analysis data-visualization decision-tree-classifier evaluation-metrics exploratory-data-analysis gradient-descent hierarchical-clustering kmeans-clustering linear-regression logistic-regression regression-models scipy seaborn sklearn-library statsmodels support-vector-machine
Language:Jupyter Notebook 2
sn2727 / sales-forecasting
Customer segmentation and saales forecasting on online retail dataset from UCI.
clustering-algorithms customer-segmentation sales-forecasting
Language:Jupyter Notebook 2
SoniSiddharth / SamplingMethods_in_DataScience
Speeding up clustering algorithms using Sampling techniques (Lightweight Coresets)
bisecting-kmeans-clustring clustering-algorithms coresets data-science k-centers kmeans-clustering kmedoids-clustering leverage-score lightweight-coresets sampling-methods svd-factorization uniform volume-sampling
Language:Python 2
warmachine028 / KMeansExample
Simple implementation of the KMeans Clustering algorithm in Python
kmeans-clustering kmeans-clustering-algorithm unsupervised-machine-learning machine-learning clustering-algorithm python3 matplotlib-pyplot clustering-algorithms
Language:Python 2
arshc0der / Movie-Recommendation-System
Movie Recommendation System using Unsupervised Learning A Python-based recommendation engine built with K-Means Clustering that groups movies by genres, ratings, and popularity to suggest similar titles. Developed in a Jupyter Notebook, it demonstrates content-based filtering using real-world movie metadata.
clustering-algorithms content-based-filtering data-science jupyter-notebook kmeans-clustering machine-learning matplotlib ml-project movie-recommendation-app numpy pandas python recommendation-system scikit-learn seaborn unsupervised-learning mit-license
Language:Jupyter Notebook 1
HayderAminLab / DENOISING
An Engine for Dynamic Enhancement and Noise Overcoming in Spatiotemporal Multimodal Neural Observations via High-density Microelectrode Arrays
clustering-algorithms neural-dynamics neural-networks spike-sorting high-density-mea large-scale-neural-recordings
Language:Python 1
krishna-aditi / customer-segmentation-and-profiling
Unsupervised clustering of a retail store's customer database to perform Customer Segmentation and Profiling.
agglomerative-clustering clustering-algorithms data-science db-scan k-means-clustering python dimensionality-reduction pca-analysis demographic-analysis
Language:Jupyter Notebook 1
CustoClarity
Neelanjan-chakraborty / CustoClarity
CUSTO CLARITY is a customer segmentation model built in Python. Using clustering on real retail datasets, it identifies 5 customer segments that unlocked strategic retail partnerships. Powered by scikit-learn, pandas, seaborn, and Matplotlib.
clustering-algorithm clustering-algorithms customer-analytics customer-segmentation data-visualization kmeans kmeans-clustering pandas python scikit-learn
Language:Python 1
sakhawat-ahmed / E-Commerce-Customers-Project
Analysis of an E-Commerce customer database that lists purchases made by over 4000 customers over a period of one year, developed a model that allows to anticipate the purchases that will be made by a new customer, during the following year, from its first purchase.
business-intelligence clustering-algorithms customer-lifetime-value customer-segmentation customer-segmentation-analysis data-science ecommerce-analytics machine-learning predictive-modeling python rfm-analysis
Language:Jupyter Notebook 1

clustering-algorithms

milaan9 / Clustering_Algorithms_from_Scratch

egaoharu-kensei / ML-algorithms-from-scratch.-Course-for-beginners

jeremy191 / clustering-based-anomaly-detection

gagolews / clustering-benchmarks

Pegah-Ardehkhani / Customer-Segmentation

guglielmosanchini / ClustViz

Mthrun / FCPS

durgeshsamariya / awesome-clustering-resources

giusalfieri / IPA_Project

ilhansevval / Machine_Learning

Kesa2773 / UIImageColorPalette

arminZolfaghari / CMeans_fuzzy

dple / awesome-papers-and-source-code-for-anomaly-detection

Samxx97 / Fuzzy-Clustering

billsioros / cmeans

mdarm / hyperspectral-image-clustering

n0obcoder / Clustering-Algorithms-in-Numpy

FearlessFrench / provider-segmentation

sadit / KCenters.jl

sahandkhoshdel99 / Intelligent-Systems-ML-

Assem-ElQersh / E-Commerce-Customers-Segmentation

cgao-comp / DMFO

elenagarciamorato / PDASC

kliments / VR_VA

Saravanan9698 / Clickstream_Customer_Conversion

SergeiNikolenko / AntibodyCluster

shayanshabani / MIR-2024-Project

shreyansh-2003 / Hands-On-With-Machine-Learning-Algorithms

sn2727 / sales-forecasting

SoniSiddharth / SamplingMethods_in_DataScience

warmachine028 / KMeansExample

arshc0der / Movie-Recommendation-System

HayderAminLab / DENOISING

krishna-aditi / customer-segmentation-and-profiling

Neelanjan-chakraborty / CustoClarity

sakhawat-ahmed / E-Commerce-Customers-Project