https://github.com/christianversloot/machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

albert bert clustering convolutional-neural-networks dbscan deep-learning gan gans gpt huggingface-transformers keras keras-tensorflow machine-learning neural-networks pytorch pytorch-implementation pytorch-tutorial scikit-learn tensorflow transformers

Last synced: 14 May 2025

https://github.com/mhahsler/dbscan

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms - R package

clustering cran dbscan density-based-clustering hdbscan lof optics r

Last synced: 14 May 2025

https://github.com/appinho/SARosPerceptionKitti

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

cpp dbscan deep-learning deeplab evaluation kitti kitti-dataset multi-object-tracking object-detection python ros ros-kinetic ros-node ros-nodes ros-packages rosbag rviz semantic-segmentation sensor-fusion unscented-kalman-filter

Last synced: 05 May 2025

https://github.com/je-suis-tm/machine-learning

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression

batch-gradient-descent dbscan em-algorithm expectation-maximization expectation-maximization-algorithm factor-analysis independent-component-analysis k-nearest-neighbors lasso-regression latent-semantic-analysis linear-discriminant-analysis low-rank-approximation multinomial-naive-bayes naive-bayes newton-method ridge-regression sequential-minimal-optimization singular-value-decomposition stochastic-gradient-descent support-vector-machine

Last synced: 09 Apr 2025

https://github.com/codebydant/DBScan-PCL-Optimized

DBScan algorithm using Octrees to cluster 3D points in a space with PCL Library

c-plus-plus cluster-coloring cmake cmakelists dbscan octree octrees optimize pcd pcl pcl-library pcl-viewer ply point-cloud txt

Last synced: 13 Sep 2025

https://github.com/arborx/arborx

Performance-portable geometric search library

bounding-volume-hierarchy c-plus-plus clustering cpp cuda dbscan distributed gpu hdbscan high-performance-computing hpc knn-search kokkos mpi nearest-neighbors parallel

Last synced: 10 Apr 2025

https://github.com/smira/go-point-clustering

(Lat, lon) points fast clustering using DBScan algorithm

clustering dbscan geolocation point-clustering

Last synced: 02 Mar 2026

https://github.com/markus-goetz/hpdbscan

Highly parallel DBSCAN (HPDBSCAN)

clustering data-analytics dbscan mpi openmp python-bindings

Last synced: 22 Oct 2025

https://github.com/dachosen1/feature-engineering-for-fraud-detection

Implementation of feature engineering from Feature engineering strategies for credit card fraud

anomaly-detection credit-card-fraud dbscan feature-engineering fraud-detection isolation-forest kmeans local-outlier-factor mean-shift research-paper

Last synced: 20 Apr 2025

https://github.com/rbhatia46/spatio-temporal-dbscan

Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example could be GPS trajectories collected using mobile devices.

clustering dbscan spatio-temporal-analysis

Last synced: 16 Jun 2025

https://github.com/endymecy/algorithmsonspark

Some popular algorithms(dbscan,knn,fm etc.) on spark

dbscan factorization-machines knn spark

Last synced: 12 Apr 2025

https://github.com/petabi/petal-clustering

DBSCAN, HDBSCAN, and OPTICS clustering algorithms.

clustering dbscan hdbscan optics

Last synced: 06 Apr 2025

https://github.com/augustocl/clusteranalysis.jl

Cluster Algorithms from Scratch with Julia Lang. (K-Means and DBSCAN)

algorithms cluster clustering dbscan dbscan-clustering julia k-means k-means-clustering machine-learning

Last synced: 19 Aug 2025

https://github.com/howardyclo/kmeans-dbscan-tutorial

A clustering tutorial with scikit-learn for beginners.

clustering-algorithm dbscan ipython-notebook kmeans scikit-learn tutorial

Last synced: 01 Apr 2026

https://github.com/becxer/pytrain

Machine Learning library for python

apriori clustering crf dbscan decision-trees feedforward-neural-network hmm kmeans knn linear-regression logistic-regression machine-learning naive-bayes neural-network numpy pattern-recognition python svm

Last synced: 09 Apr 2026

https://github.com/pforemski/gouda

Golang Utilities for Data Analysis

clustering data-analysis data-science dbscan golang interpolate kdtree kmeans machine-learning

Last synced: 28 Jan 2026

https://github.com/cdxoo/dbscan

clustering data via DBSCAN

clustering-algorithm dbscan dbscan-clustering javascript nodejs

Last synced: 14 Aug 2025

https://github.com/l3lackcurtains/dbscan-kdtree-cuda

:fries: Massively parallel DBSCAN algorithm implemented in CUDA along with a KD-Tree for searching neighbors.

cuda-programming dbscan kd-tree

Last synced: 18 Aug 2025

https://github.com/souvikmajumder26/any-face-clustering

📸 Face Clustering Engine developed using OpenCV & DBSCAN, deployed as a Streamlit Web App to deliver uploaded images grouped according to the individual unique faces in them.

any-face-clustering clustering computer-vision dbscan dbscan-clustering deep-learning dlib face-clustering face-detection face-recognition google-colab machine-learning opencv python python3 streamlit streamlit-webapp unlabeled-data unsupervised-learning webapp

Last synced: 10 Jul 2025

https://github.com/chen0040/java-clustering

Package provides java implementation of various clustering algorithms

clustering-algorithm dbscan dbscan-clustering hierarchical-clustering k-means

Last synced: 17 Sep 2025

https://github.com/gbroques/dbscan

DBSCAN density-based clustering algorithm in Python.

clustering-algorithm dbscan dbscan-clustering density-based-clustering eps python python-3

Last synced: 04 May 2025

https://github.com/hzxie/algorithms

Classical algorithm implementation.

algorithm apriori data-mining dbscan id3 kmeans knapsack machine-learning

Last synced: 02 Aug 2025

https://github.com/solzimer/sdbscan

dbscan cluster algorythm for javascript. works in node and browser

classification cluster clustering dbscan density groups multidimensional noise spatial unidimensional

Last synced: 11 Aug 2025

https://github.com/sebescudie/vl.dbscan

DBSCAN algorithm for VL

cluster dbscan vl vvvv

Last synced: 14 Mar 2026

https://github.com/asutoshpati/face-clustering-using-dbscan

Demonstrates face clustering using DBSCAN (Density Based Spatial Clustering of Applications with Noise) algorithm.

dbscan dbscan-algorithm face-clustering face-dataset face-encodings face-recognition opencv python

Last synced: 02 May 2025

https://github.com/danny-1k/torchclust

Efficient and Scalable Implementations of Clustering Algorithms using Pytorch.

clustering-algorithm dbscan dbscan-clustering kmeans-clustering machine-learning machine-learning-algorithms pytorch

Last synced: 13 Jun 2025

https://github.com/gulabpatel/feature_engineering

autoencoder dbscan encoding encodings feature-engineering isolation-forest klib missing-values normalization outlier-detection outliers preprocessing scaling

Last synced: 26 Jun 2025

https://github.com/soroushesnaashari/customer-clustering

An Unsupervised Machine Learning project

dbscan gmm kmeans machine-learning

Last synced: 03 Mar 2026

https://github.com/mathworks-teaching-resources/machine-learning-methods-clustering

Interactive courseware module that addresses the theory behind multiple clustering methods and how to apply them to real data sets.

clustering courseware cwm dbscan gmm k-means machine-learning

Last synced: 28 Aug 2025

https://github.com/edisonslightbulbs/dbscan

DBSCAN: faster evaluation using nanoflann's kdtree

cxx11 dbscan mit-license nanoflann

Last synced: 22 Sep 2025

https://github.com/nachiket273/ml_algo_implemented

Bare-bone and simple implementations of few Machine Learning Algorithms

dbscan decision-trees gradient-boosting gradient-descent kmeans knn linear-regression logistic-regression machine-learning machine-learning-from-scratch naive-bayes pca python random-forest svm tsne

Last synced: 06 Apr 2025

https://github.com/gulabpatel/anomaly_detection

In this repo, different techniques will be done to analyze Anomaly detection

autoencoder dbscan ellipticenvelope fbprophet isolation-forest knn lof oneclasssvm pycaret pynomaly robust-covariance univariate

Last synced: 26 Jun 2025

https://github.com/ansh-info/ur3-cobotops-clustering

Clustering analysis of UR3 CobotOps dataset to identify patterns in robotic operations.

dbscan jupyter-notebook kmeans machine-learning numpy pandas python

Last synced: 11 Oct 2025

https://github.com/hanson-young/dbscan.face

DBSCAN (Density-Based Spatial Clustering of Applications with Noise) for face cluster

cluster cpp dbscan face-recognition

Last synced: 26 Oct 2025

https://github.com/mustafahakkoz/classification_clustering_freq_pattern_mining

3 notebooks covering Classification, Clustering Analysis and Frequent Pattern Mining in the scope of Data Mining lectures in Marmara University.

agnes apriori association-rules classification clustering-analysis dbscan eclat fp-growth frequent-pattern-mining k-means

Last synced: 23 Mar 2025

https://github.com/plwai/spot-image-different

Casual project that aims to play Spot the Difference puzzle game automatically

dbscan image-processing ssim

Last synced: 15 Oct 2025

https://github.com/willguimont/dbscan

DBSCAN in Python

clustering clustering-algorithm data-science dbscan dbscan-algorithm dbscan-clustering dbscan-clustering-algorithm python

Last synced: 08 Oct 2025

https://github.com/deslum/clustery

Cluster analysis engine

clustering-algorithm dbscan dbscan-clustering kmeans kmeans-clustering

Last synced: 23 Jun 2026

https://github.com/gavindsouza/face_clustering

dbscan face-clustering face-detection image-tagging sqlite3

Last synced: 27 Feb 2026

https://github.com/fabriziomusacchio/dimensionality_reduction_in_neuroscience

Course material for "Dimensionality reduction in Neuroscience"

agglomerative-clustering autoencoder clustering dbscan dbscan-clustering dimensionality-reduction kmeans kmeans-clustering neuroscience pca principal-component-analysis python python-tutorial tsne tutorial umap

Last synced: 28 Apr 2026

https://github.com/hhio618/dbscan-pysprak

Spark-based dbscan clustering algorithm from scratch

clustering dbscan machine-learning mapreduce spark

Last synced: 19 Feb 2026

https://github.com/nemeslaszlo/kmeans_and_dbscan_clustering

Clustering is the task of dividing the population or data points into a number of groups such that data points in the same groups are more similar to other data points in the same group and dissimilar to the data points in other groups. It is basically a collection of objects on the basis of similarity and dissimilarity between them.

cluster-centers dbscan dbscan-clustering jupyter-notebook kmeans-clustering kmenas

Last synced: 26 Jul 2025

https://github.com/tahiri-lab/phydbscan

phyDBSCAN: Building alternative phylogenetic trees using DBSCAN and Robinson and Foulds distance

bioinformatics classification clustering consensus-tree dbscan phylogeny robinson-foulds supertree

Last synced: 17 Jan 2026

https://github.com/foreseaz/dbscan-cpp

dbscan from scratch in cpp

c-plus-plus dataset dbscan

Last synced: 01 Apr 2025

https://github.com/sadegh15khedry/ml-algorithms-from-scratch

This project is dedicated to implementing various machine learning algorithms from scratch to gain a deeper understanding of how they work.

cnn dbscan decision-trees deep-learning gan ica jupyter-notebook knn-classification linear-regression logestic-regression lstm machine-learning naive-bayes-classifier python random-forest rnn svm t-sne transformer

Last synced: 29 Apr 2025

https://github.com/sahajrajmalla/landmark-based-urban-navigation

This project uses geospatial technologies, landmark-based addressing, and route optimization to improve urban navigation. It integrates OSM, H3, and machine learning to optimize travel routes and prioritize landmarks, adaptable to various urban environments.

addressing dbscan geospatial h3 house-number javascript landmark-detection machine-learning navigation nextjs optimization osm osmnx python3 urban-planning

Last synced: 06 Feb 2026

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: 15 Apr 2026

https://github.com/visco01/gtfs_stops_clustering

A gem to read GTFS stops data and create clusters based on coordinates and stop names' similarities.

dbscan dbscan-clustering gtfs redis ruby-gem

Last synced: 22 Jun 2025

https://github.com/sebescudie/VL.DBSCAN

DBSCAN algorithm for VL

cluster dbscan vl vvvv

Last synced: 07 Aug 2025

https://github.com/rgrannell1/badger

cluster photos by date, and sort by blurriness

blur cli dbscan photos python

Last synced: 13 May 2026

https://github.com/alessioborgi/Clustering-Deepening

An in-depth exploration of clustering algorithms and techniques in machine learning, with applications focus on Object Tracking and Image Segmentation.

clustering db-index dbscan gmm jupiter k-medians k-medoids kmeans kmeanspp mean-shift notebook python rand-index

Last synced: 03 Aug 2025

https://github.com/pedro-ricardo/parallel-dbscan

A running version of Parallel DBSCAN clustering implementation (MPI version) by Md. Mostofa Ali Patwary

clustering dbscan mpi parallel

Last synced: 15 Jun 2025

https://github.com/viguardieiro/sti-dbscan

A Python implementation of sti-dbscan: an algorithm based on st-dbscan (which is based on dbscan) that clusters spatial-temporal interval data

clustering dbscan python spatial-temporal

Last synced: 11 Apr 2025

https://github.com/fonzy0508/clustering-distribution-visualization-learning

Visualizing clustering distributions on the Digits dataset using UMAP, PCA, t-SNE, and algorithms like K-Means, DBSCAN, and Hierarchical Clustering.

clustering clustering-algorithm data-visualization dbscan dimensionality-reduction kmeans machine-learning pca python tsne umap

Last synced: 17 May 2026

https://github.com/juba/umapscan

UMAP dimensionality reduction and DBSCAN clustering R helper package

clustering dbscan r rstats umap

Last synced: 21 Mar 2025

https://github.com/kopach-artem/cluster-analysis-algorithms

A collection of clustering algorithms implemented in Python and C++, complete with a GUI for simulation and educational purposes, showcasing data analysis techniques." This description succinctly outlines the purpose and contents of the repository within the constraints provided.

4d-radar c-plus-plus clustering dbscan gmm gui-application k-means python

Last synced: 18 Apr 2026

https://github.com/goseind/kalman-filter-dbscan

Kalman filter implementation with with DBSCAN clustering on 3d radar sensor

dbscan kalman-filter machine-learning python

Last synced: 24 Apr 2026

https://github.com/sandialabs/metric_dbscan

DBSCAN for use in general metric spaces

dbscan dbscan-clustering metric-spaces python scr-3011 snl-comp-science-libs snl-data-analysis

Last synced: 09 Mar 2026

https://github.com/zpettry/machine-learning-projects

Machine Learning Projects

dbscan machine-learning

Last synced: 13 Aug 2025

https://github.com/jaesi/transportation-data

대중교통 빅데이터 산출과정을 담은 프로세스

dbscan duckdb od python transportation

Last synced: 10 Apr 2026

https://github.com/priyanshu501/causalgeneanalysis

This repository contains analysis and exploration of causal and non-causal relationships between genes and phenotypes using embeddings generated from GPT-3.5. The project applies vector analysis, dimensionality reduction, and clustering techniques (K-Means, Hierarchical, and DBSCAN) to uncover potential patterns and insights into causality.

clustering-analysis dbscan hierarchical-clustering jupyter-notebook kmeans

Last synced: 18 Mar 2025

https://github.com/julesbelveze/wikipedia-pages-suggestion

Wikipedia pages suggester based on clusterization

dbscan pagerank python wikipedia

Last synced: 06 Jul 2025

https://github.com/armahdavi/unsupervised-clustering-ml---pm_source_detection-indoor-air

Indoor PM2.5 source detection algorithm using unsupervised clustering ML method (k-means clustering)

climate-data dbscan dbscan-clustering jupyter-notebook kmeans kmeans-clustering matplotlib-pyplot numpy pandas pca python signal-processing spyder-python-ide tsne

Last synced: 06 May 2026

https://github.com/guobinhit/archimedes

♨️ An outlier detection service applied to time series.

algorithm anomaly dbscan detection lof outlier time-series z-score

Last synced: 11 May 2026

https://github.com/djleamen/cluster-unstructured-text-data

Groups patterns in unstructured .txt data using classic clustering (K-Means or DBSCAN) and surfaces each cluster's top keywords and representative example documents.

clustering dbscan kmeans-clustering unstructured-data

Last synced: 18 Jun 2026

https://github.com/thmslmr/nu-dbscan

Non uniform density based cluster algorithm

clustering dbscan machine-learning

Last synced: 21 Oct 2025

https://github.com/taha-parsayan/ai-driven-parcellation-of-human-brain-using-density-based-scan

Implemented density-based scan clustering Machine Learning model for human brain parcellation and detected over 60 clusters in each brain hemisphere. The model was developed using Matlab.

brain clustering db-scan dbscan dbscan-clustering humanbrainproject percellation

Last synced: 25 Mar 2025

https://github.com/avd1729/network-anomaly-detection

Network Anomaly detection using DBSCAN

anomaly-detection computer-networks dbscan

Last synced: 17 Jan 2026

https://github.com/patilsukanya/assignment-07-clustering-q2-crime

Used libraries and functions as follows:

clustering-algorithm dbscan eda groupby-method matplotlib-pyplot numpy pandas python scatter-plot sklearn standard-scaler

Last synced: 11 Apr 2026

https://github.com/malferrari48/reports-eds

Reports for the course "Elaborazione di dati scientifici"

clustering dbscan eda k-means optics pca pls pls-da preprocessing

Last synced: 07 Jan 2026

https://github.com/megospc/dbscan

Реализация алгоритма кластеризации «DBScan» на JavaScript.

clustering dbscan javascript

Last synced: 10 Jun 2026

https://github.com/gregoritsch3/ml_eda_clustering_aidassessment

An EDA and Machine Learning Clustering exercise on the Country Aid Assessment dataset demonstrating the use of PCA, KMeans and DBSCAN clustering, Elbow Methods, etc. The clustering algorithm successfully demarcates countries that are in most dire need of aid based on their GDPP and Child Mortality rate.

anova dbscan kmeans machine-learning matplotlib numpy pandas pca scikit-learn seaborn statistics

Last synced: 16 Apr 2026

https://github.com/iroyalx/clustering_and_classification_samples

UNI S6: K medoids, Gaussian naive bayes & dbscan on SORLIE dataset

classification clustering dbscan dbscan-clustering gaussiannb kmedoids kmedoids-clustering

Last synced: 06 Sep 2025

https://github.com/msikorski93/seed-clustering

Performing basic clustering on a seeds dataset.

agglomerative clustering dbscan gaussian-mixture-model gmm mini-batch-kmeans scikit-learn seeds

Last synced: 13 May 2026

https://github.com/randogoth/xenobalanus

Rust implementation of the DELFIN and DTSCAN Algorithm to find cluster and void areas in a planar point set

astronomy cluster dbscan delaunay delaunay-triangulation delfin dtscan statistical-analysis void

Last synced: 08 Apr 2025

https://github.com/willguimont/sharpdbscan

DBSCAN in C#

clustering csharp data-science dbscan

Last synced: 25 Oct 2025

https://github.com/vortex2jm/degue-regional-clustering

Computational intelligence applied to health

brazil dbscan dengue kmeans spectral-clustering

Last synced: 01 Sep 2025

https://github.com/rameenmughal/ml-explorations

A space to analyze and experiment with Machine Learning algorithms, documenting the journey of learning in the world of AI and ML 🧭. This repository serves as a collection of notebooks, experiments, and insights.

dbscan google-colab jupyter-notebook kmedoids-clustering machine-learning machine-learning-algorithms python

Last synced: 12 Apr 2026

https://github.com/charmitro/cdbscan

DBSCAN clustering algorithm implementation in C

c clustering dbscan kdtree

Last synced: 12 Oct 2025

https://github.com/pranava007/ai_ml_dbscan_cluster

DBSCAN

clustering dbscan python3

Last synced: 05 May 2026

https://github.com/sayande01/unsupervised_learning_ml

This project merges unsupervised learning with Association Rule Learning to analyze retail market basket data. By applying K-Means, DBSCAN, Apriori, Eclat, and FP-Growth algorithms, it uncovers purchasing patterns and segments customers into clusters, aiming to optimize product placement, promotions, and product development.

apriori-algorithm dbscan fp-growth-algorithm k-means-clustering

Last synced: 06 Apr 2025

https://github.com/kmohamedalie/clustering-algorithms

unsupervised machine learning with clustering algorithms

dbscan hierarchical-clustering kmeans-clustering unsupervised-machine-learning

Last synced: 29 Jun 2026

https://github.com/dmarks84/ind_project_mall-customer-clustering--kaggle

Independent Project - Kaggle Dataset-- I worked with the Mall Customer Segmentation Dataset, which provided a various instances of shoppers of different ages, incomes, etc. I utilized unsupervised ML clustering algorithms to identify useful customer segments.

clustering dataframes dbscan kmeans-clustering market-segmentation mean-shift pandas python sklearn technical-analysis technical-communication unsupervised-ml

Last synced: 12 Apr 2026

https://github.com/suvanwita/safescope

Women safety pattern analyzer using public crime datasets, DBSCAN hotspot clustering, Isolation Forest anomaly detection, geospatial heatmaps, and explainable risk scoring to surface historical incident patterns and time-aware safety insights

civic-tech crime-analysis dbscan isolation-forest machine-learning plotly python risk-scoring scikit-learn streamlit women-safety

Last synced: 25 Jun 2026

https://github.com/cyblx/clustering

This project explores clustering techniques and supervised learning applied to World Cup team performance analysis. The methodologies include K-Means, DBSCAN, K-Nearest Neighbors, Gaussian Mixture Models (GMM), and Agglomerative Clustering.

clustering data-analysis dbscan gmm kmeans supervised-learning unsupervised-learning world-cup

Last synced: 18 Jul 2025

https://github.com/ehsan-behzadi/healthcare_insights_association_rule_mining_for_stroke_risk_factors

apriori-algorithm association-rule-mining bivariate-analysis dbscan feature-discretization fp-growth-algorithm one-hot-encoding pairplot stroke univariate-analysis

Last synced: 31 Jan 2026

https://github.com/vikascd/netflix-recommender-system

Sistema de recomendación de títulos de Netflix basado en contenido. Incluye filtros por título, género y tipo de contenido (películas o series) con interfaz interactiva en Jupyter Notebook.

dbscan expectation-maximization-algorithm factor-analysis google-colab heroku jupyter-notebook linear-discriminant-analysis matrix-decompositions multinomial-naive-bayes naive-bayes netflix-recommendation-system paper-implementations pearson-correlation support-vector-machine

Last synced: 14 Jul 2025

https://github.com/mo-elshamy/machine-learning-practice

This repository serves as a collection of my work and learning in machine learning while my internship in Cellual-Technologies, including algorithm explanations, data preprocessing workflows, and two projects.

data-analysis data-science dbscan decision-trees eda gradient-boosting gxboost hierarchical-clustering kmeans-clustering knn-classification linear-regression logistic-regression machine-learning model pca polynomial-regression preprocessing random-forest support-vector-machines training

Last synced: 14 Feb 2026

https://github.com/klimentlagrangiewicz/dbscan

Implementation of DBSCAN clustering algorithm in C (standard C89/C90)

ansi-c c89 clustering data-clustering dbscan noise-detection

Last synced: 14 Feb 2026

https://github.com/haschka/mnhn-tree-tools

MNHN-Tree-Tools a software for phylogenetic inference of millions of sequences

bioinformatics bioinformatics-tool dbscan phylogenetics tree-of-life tree-structure unix-tools

Last synced: 19 Mar 2026

https://github.com/ygalvao/uow_ai_final_project

This was my Final Project for the Artificial Intelligence Diploma program of The University of Winnipeg - Professional, Applied and Continuing Education (PACE).

data-analysis data-analytics dbscan elections k-means k-means-clustering machine-learning som som-clustering

Last synced: 10 Jul 2025

https://github.com/kasraskari/usa-weather

Clustering USA Weather Stations

dbscan dbscan-clustering jupyter-notebook machine-learning python

Last synced: 15 May 2026

https://github.com/deliprofesor/customerseg-customer-segmentation-and-shopping-analysis

This project performs data exploration, segmentation, and modeling of wholesale customer data using clustering algorithms, PCA, and decision trees to analyze purchasing behavior and predict customer channel preferences.

clustering customer-segmentation data-analysis data-visualization dbscan decision-tree gmm kmeans machine-learning pca

Last synced: 24 Jun 2025

https://github.com/dpfens/highp

Fast implementations of various clustering algorithms, trajectory processing, and binary similarity metrics with Python SWIG bindings for select algorithms.

clustering dbscan fuzzy kmeans kmedian kmode trajectory

Last synced: 25 Jan 2026

https://github.com/krishaa1803/bitcoin-transaction-anomaly-detection-using-unsupervised-machine-learning

Built an unsupervised Machine Learning pipeline to detect anomalies in Bitcoin transactions by selecting 19 key features from 700.

anomaly-detection bitcoin blockchain data-science dbscan fraud-detection isolation-forest k-means machine-learning pca python tsne unsupervised-learning

Last synced: 28 Apr 2026

https://github.com/wei-rongrong2/openfoodfactclustering

A project that explores clustering food products based on nutritional attributes using K-Means, Fuzzy C-Means, and DBSCAN algorithms, with a Streamlit dashboard for visualizing results.

clustering dashboard data-analysis dbscan food-products fuzzy-cmeans k-means machine-learning nutrition nutrition-clustering open-food-facts streamlit

Last synced: 28 Apr 2026

https://github.com/nurulashraf/dbscan-silicon-defect-detection

This project uses machine learning to detect anomalies in silicon wafers. It employs DBSCAN clustering and a Gradio interface for user interaction, enabling automated defect detection and enhancing quality control in semiconductor manufacturing

anomaly-detection clustering data-science dbscan gradio interactive-visualizations machine-learning python

Last synced: 29 Apr 2026

https://github.com/plave0/ip

Data mining course material.

agglomerative-clustering bayesian-classifier dbscan k-means-clustering knn-classification pandas pca sklearn support-vector-machines tree-classification

Last synced: 03 May 2026

https://github.com/lucashnss/if684-clustering-project

This is the third project for the course Inteligent Systems (IF684) in CIN-UFPE. This project objective is use clustering to analyze the data of wholesale customers, which is data about a wholesale distributor.

clustering dbscan fuzzy-cmeans k-means

Last synced: 09 Jun 2026

https://github.com/tandoan1234/social-anomaly-clustering

A data mining project applying unsupervised machine learning techniques (K-Means, DBSCAN) to detect anomalous behaviors and bot accounts on social media.

data-mining dbscan k-means machine-learning python

Last synced: 24 Jun 2026