An open API service providing repository metadata for many open source software ecosystems.

Topic: "clustering-methods"

maykulkarni/Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 420 - Forks: 218

milaan9/Clustering_Algorithms_from_Scratch

Implementing Clustering Algorithms from scratch in MATLAB and Python

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 201 - Forks: 179

omadson/fuzzy-c-means

A simple python implementation of Fuzzy C-means algorithm.

Language: Python - Size: 7.64 MB - Last synced at: 14 days ago - Pushed at: 11 months ago - Stars: 183 - Forks: 45

sandipanpaul21/Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 81 - Forks: 35

microsoft/Data-Discovery-Toolkit 📦

A data discovery and manipulation toolset for unstructured data

Language: Jupyter Notebook - Size: 89.2 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 12

LCSB-BioCore/GigaSOM.jl

Huge-scale, high-performance flow cytometry clustering in Julia

Language: Julia - Size: 3.77 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 34 - Forks: 9

philips-software/latrend

An R package for clustering longitudinal datasets in a standardized way, providing interfaces to various R packages for longitudinal clustering, and facilitating the rapid implementation and evaluation of new methods

Language: R - Size: 62.9 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 31 - Forks: 5

dvida/cyoptics-clustering

Fast OPTICS clustering in Cython + gradient cluster extraction

Language: Jupyter Notebook - Size: 199 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 27 - Forks: 6

JoachimGoedhart/PlotTwist

PlotTwist - a web app for plotting and annotating time-series data

Language: R - Size: 3.94 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 4

EpistasisLab/ebic Fork of athril/ebic

EBIC - AI-based parallel biclustering algorithm

Language: C++ - Size: 953 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 19 - Forks: 4

lettier/interactivekmeans

Interactive HTML canvas based implementation of k-means.

Language: JavaScript - Size: 4.64 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 15 - Forks: 2

okunator/cellseg_gsontools

Feature extraction from GEOJson nuclei and tissue segmentation maps

Language: Python - Size: 88.1 MB - Last synced at: 17 days ago - Pushed at: 10 months ago - Stars: 14 - Forks: 0

thieu1995/MetaCluster

MetaCluster: An Open-Source Python Library for Metaheuristic-based Clustering Problems

Language: Python - Size: 3.14 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 4

jirotubuyaki/ThunderBayesR

An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.

Language: R - Size: 127 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4

pemagrg1/sentence-clustering

Sentence Clustering and visualization. Created Date: 25 Apr 2018

Language: Python - Size: 85.9 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 9

SUwonglab/CoupledNMF

Coupled clustering of single cell genomic data

Language: Python - Size: 14.2 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 1

niu-lab/gclust

genome sized sequences clustering

Language: C++ - Size: 27 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 3

jg-you/sbm_canonical_mcmc

C++ implementation of a MCMC sampler for the (canonical) SBM

Language: C++ - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 0

ogeagla/dstream

A D-Stream clustering algorithm implementation in Python

Language: Python - Size: 1.05 MB - Last synced at: about 2 years ago - Pushed at: about 9 years ago - Stars: 11 - Forks: 2

Mrpatekful/cluster

GPU accelerated K-Means and Mean Shift clustering in Tensorflow.

Language: Python - Size: 74.6 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 3

smith6jt-cop/KINTSUGI

Jupyter notebook based multiplex image processing pipeline.

Language: Jupyter Notebook - Size: 518 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

TrainingByPackt/Applied-Unsupervised-Learning-with-R

Uncover hidden relationships and patterns with k-means clustering, hierarchical clustering, and PCA

Language: R - Size: 19.3 MB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 18

mengchillee/InfoShield

Code for paper "InfoShield: Generalizable Information-Theoretic Human-Trafficking Detection" (ICDE 2021)

Language: Python - Size: 116 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 2

tarot0410/BREMSC

Novel joint clustering method with scRNA-seq and CITE-seq data

Language: R - Size: 30.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 3

tbrunetti/NMF_unsupervised_clustering

Non-Negative Matrix Factorization for Gene Expression Clustering

Language: Python - Size: 133 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 2

pushkarsaini18/Customer-Behaviour-Pattern

Customer Personality Analysis is a detailed analysis of a company’s ideal customers. It helps a business to better understand its customers and makes it easier for them to modify products according to the specific needs, behaviors, and concerns of different types of customers. Customer personality analysis helps a business to modify its product based on its target customers from different types of customer segments. For example, instead of spending money to market a new product to every customer in the company’s database, a company can analyze which customer segment is most likely to buy the product and then market the product only on that particular segment.

Language: Jupyter Notebook - Size: 2.24 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

davidemiceli/watch-complexity

A package to understand and analyze complex networks and more in general complex data. It is a collection of clustering techniques inspired by social science and communication theories.

Language: JavaScript - Size: 1.08 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 3

tkonopka/MultiPattern

Multi-pattern discovery in R

Language: R - Size: 274 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 1

barzansaeedpour/machine-learning-roadmap-with-examples

This repository contains a roadmap with examples for machine learning, providing a step-by-step guide to help you navigate the field and acquire the necessary knowledge and skills

Language: Jupyter Notebook - Size: 3.59 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

SourangshuGhosh/FuzzyCMean

Fuzzy clustering is a form of clustering in which each data point can belong to more than one cluster. Clustering or cluster analysis involves assigning data points to clusters such that items in the same cluster are as similar as possible, while items belonging to different clusters are as dissimilar as possible

Language: C - Size: 299 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

clusterfreak/ClusterCoreSwift

Core classes for cluster analysis - Swift - Fuzzy-C-Means and Possibilistic-C-Means Algorithms based on the Java Version of ClusterCore

Language: Swift - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

amitbcp/transfer_learning_image_classification 📦

Use transfer learning for image classification followed by clustering to create/identify clusters in images

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

Davisy/Unsupervised_Machine_Learning-Clustering-

Learn basics of clustering methods in Unsupervised Machine Learning

Language: Jupyter Notebook - Size: 136 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 2

COINtoolbox/DRACULA

Language: Python - Size: 147 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 4

puyangsky/DockerSecurityResearch

Docker image security research.

Language: Python - Size: 58.6 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 2

clusterfreak/ClusterCore

Core classes for cluster analysis - Java - Fuzzy-C-Means and Possibilistic-C-Means Algorithms in an only marginally modified version from 2005.

Language: Java - Size: 4.96 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

AYSE-DUMAN/Clustering-by-Business-Income-and-Expenses

load and visualize data and clusters with scatter plots; prepare data for cluster analysis; perform centroid clustering with k-means; interpret clustering results and determine the optimal number of clusters for a given dataset.

Language: Jupyter Notebook - Size: 488 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

mairamorenoc/webspatialscan

R package for OpenCPU backend to detect and visualize spatio-temporal disease clusters from the web

Language: HTML - Size: 213 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

merrillm1/Olist_Recommender_System

Recommendation engine with a .97 AUC achieved using clustering techniques to create user features. Data represents Olist marketplace transactions and was retrieved from kaggle.com.

Language: Jupyter Notebook - Size: 77.4 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 6

gulraizchoudhary/Random-Swap-Clustering-Algorithm

The "Random Swap" algorithm with a random dataset, visuals and example notebooks

Language: Python - Size: 539 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

liruijia2017/Local-gap-density-for-clustering-high-dimensional-data-with-varying-densities

A new clustering algorithm using local gap density

Language: MATLAB - Size: 45.3 MB - Last synced at: 6 months ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2

insilico/inbix

In Silico Bioinformatics Toolbox

Language: C++ - Size: 10.2 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

ArturVasyliev/Clustering

There are some basic implementations of K-means and K-medoids clustering algorithms. for 2D points.

Language: C# - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 1

udityamerit/Machine-Learning-For-Beginners

Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

tgragnato/libvmod-cluster

Director to facilitate clustering/sharding of varnish-caches

Language: C - Size: 79.1 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 2 - Forks: 0

jesussantana/Data-Science-With-Python-IT-Academy

Learn how to extract value from data by ingesting, transforming, storing, analyzing, and visualizing data

Size: 18.6 KB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

PSTAT197-F23/vignette-clustering-methods

Hierarchical and K-Means Clustering in R and application to California housing data

Language: HTML - Size: 8.43 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

zinyosrim/customer-clustering-thesis

Bachelor Thesis: Application of Data Mining Methods for Customer Clustering. Segmenting customers of Shopify stores

Size: 848 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

adriacabeza/GraphClustering

:milky_way: Method to partition large networks into communities

Language: TeX - Size: 121 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

kshitizrohilla/mall-customer-segmentation-using-k-means-clustering-algorithm

This project aims to perform customer segmentation on a Mall customer dataset using the K-Means clustering algorithm. The goal of this project is to cluster the customers based on their purchasing behavior and demographic characteristics.

Language: Jupyter Notebook - Size: 328 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

pajaskowiak/dbcv

Density-Based Clustering Validation

Language: MATLAB - Size: 356 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

jaroslaw243/clusterization_game

Game-theoretic clusterization algorithm

Language: Python - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

jajokine/Genomics-and-High-Dimensional-Data

MITx - MicroMasters Program on Statistics and Data Science - Data Analysis: Statistical Modeling and Computation in Applications - Second Project

Language: Jupyter Notebook - Size: 1.46 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

alefabris/information-retrieval-service-elasticsearch

Creation an Information Retrieval Service with ElasticSearch

Language: Python - Size: 1.52 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Akash-Ubale/Complete-Machine-Learning

My Machine Learning Repository

Language: Jupyter Notebook - Size: 29.6 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

aKhfagy/machine-learning-specialization 📦

This will have all the assignments I did in this specialization

Language: Jupyter Notebook - Size: 245 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

shomnathsomu/machine-learning-models

Learn Machine Learning Models A-Z™ And Hands-On Python In Data Science.

Language: Python - Size: 5.77 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

SanyaKathuria10/Data-Mining-and-Analytics.

It contains mini-projects as part of Spatial and Temporal Data mining Spring 2018 class.

Language: Python - Size: 3 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0

multicons/multicons

MultiCons: Multiple Consensus Clustering using Closed Patterns

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 0

QuantLet/USC Fork of 120BPM/CSC

Understanding Smart Contracts: Hype or Hope?

Language: Jupyter Notebook - Size: 14.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 2

MohammadvHossein/ML-GYM

The ML-GYM repository showcases machine learning projects using **scikit-learn**, covering classification, regression, and clustering. It offers educational resources for beginners and practical examples for experienced users, complete with detailed instructions.

Language: Jupyter Notebook - Size: 48.8 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ialonsolinares/Advanced-Data-Analyses-for-Bike-Rental-Systems-BiciMAD-in-R

A detailed repository containing methods and analyses in R to enhance the efficiency of bike distribution for Madrid's bike rental system BiciMAD

Language: HTML - Size: 13.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

JonatasFontele/machine-learning-lead-dell

Machine Learning codes approaching models, clustering, underfitting, overfitting and neural networks.

Language: Jupyter Notebook - Size: 398 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

pajaskowiak/aucc

AUCC (Python Implementation)

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

edo-pasto/Parallel-Flexible-Clustering

The thesis presents the parallelisation of a state-of-the art clustering algorithm, FISHDBC. This objective has been achived by improving the main data structures and components of the algorithm: HNSW, MST and HDBSCAN. My contribution is based on a lock-free strategy, completely wrote in Python.

Language: Python - Size: 5.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

AntonioLunardi/Challenge-Data-Science-Alura-2ed Fork of millenagena/Challenge-Data-Science-Alura-2ed

Projeto de engenharia e ciência de dados da imobiliária InsightPlaces utilizando tecnologias de big data. Implementação de modelos de machine learning de regressão e agrupamento (clusterização).

Language: Jupyter Notebook - Size: 26.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ubco-mds-2022-labs/capstone-statscan-pms

Segmentation of the Statistics Canada’s Set of Proximity Measures – A Clustering Algorithm Approach. UBC MDS capstone project for Statistics Canada.

Language: R - Size: 579 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2

barahona-research-group/BayesFactorSimilarity

Code for the paper "Similarity Measure for Sparse Time Course Data Based on Gaussian Processes" by Z Liu and M Barahona, accepted at UAI 2021, https://arxiv.org/abs/2102.12342

Language: MATLAB - Size: 1.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

kreindata/simple-seurat

Simplifying Seurat data processing, clustering, and analysis

Language: R - Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

bkosanovic/fcmclt

Fast fuzzy clustering C (MEX API) implementation for MATLAB (FCM, Gustafson-Kessel, clustering validity, fuzzy partition matrix extrapolation)

Language: C - Size: 113 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

chav-ngvyen/clustering_D3

Light-hearted "scrollytelling" tutorial of DBSCAN and HDBSCAN (clustering algorithms) using D3.js. My first stab at web dev/ HTML/ SVG/ D3/ JavaScript https://www.chaungvyen.com/clustering_D3/

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

AlexN1ght/Acoustic-Keylogger

Tools for unsupervised acoustic keyboard attack a.k.a. Unsupervised Acoustic Keylogger

Language: Jupyter Notebook - Size: 7.45 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

panghyuk/BigdataCampus

2021 서울특별시 빅데이터 캠퍼스 공모전

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 3

cscampana/COGS118B-FinalProject-Deeplesion

Predict lesions using various unsupervised learning techniques on the Deeplesion dataset.

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

TBonfi/Clustering-Beyond-Sklearn

Notebook to enrich clustering going a little bit beyond Sklearn

Language: Jupyter Notebook - Size: 33.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

vincentpun123/Market-Segmentation-Analysis

General attitudinal post hoc segmentation analysis using survey research data to understand the market for social media/entertainment apps

Size: 369 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

fritsche/clustering-criterias

Clustering Criterias for multi-objective data clustering.

Language: Java - Size: 48.5 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

rajdeep-ghosh/machine-learning

Machine Learning foundation course offered by the University of Washington in Coursera

Language: Jupyter Notebook - Size: 89.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

manuelcalcada/ibm-coursera-machine-learning

This repo presents some solutions to IBM course at coursera "Machine Learning with Python"

Language: Jupyter Notebook - Size: 839 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

Blaise-Tsh/Segmentation-and-Clustering-of-Neighborhoods-in-Toronto

Toronto is the provincial capital of Ontario and One of the most populous city in Canada and the fourth most populous city in North America. In 2016, foreign-born persons made up 47% of the population, compared to 49.9% in 2006. This project is an application of data science techniques to analyse Toronto City neighborhoods geospacial data in order to explore the similarity trends of venues and classify them into groups of most common characteristics. Foursquare API was used for neighborhoods exploration and K-Means clustering algorithm for classification. Folium library was used to visualize venues on the Toronto map.

Language: Jupyter Notebook - Size: 103 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

merrillm1/Mini_Projects

A repository of projects completed through the Springboard career track program.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

sankarshan-bhat/graph-clustering

This repository provides classic clustering algorithms and various internal cluster quality validation metrics and also visualization capabilities to analyse the clustering results

Language: Python - Size: 2.69 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

visibilia/SIION

This is the repo containing code and other resources for the paper entitled "Exploiting Geographical Data to improve Recommender Systems for Business Opportunities in Urban Areas" and published at BRACIS 2019.

Language: Python - Size: 10.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

amoazeni75/fuzzy-C-mean-clustering

in this project we are going to implement fuzzy c-means clustering in java

Language: Java - Size: 22.5 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

kmbuki/cluster_analysis

Cluster analysis - using different approaches

Language: R - Size: 852 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

rcv911/dendrogram

How to draw Dendrogram in clustering analysis

Language: Python - Size: 151 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

Tolumie/Ai-Machine-Learning-Projects

A collection of hands-on Artificial Intelligence (AI) and Machine Learning (ML) projects covering supervised and unsupervised learning, ensemble methods, deep learning, and model evaluation. This repository provides practical implementations using real-world datasets, making it ideal for both beginners and experienced data scientists.

Language: Jupyter Notebook - Size: 77.5 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

FluveFV/MilanThermalComfortAnalysis

Repository for sharing project paper on the relationship between PET and type of land use, clustering geospatial information and visualizing it. The data and indications are kindly offered (and belong to) by Transport Transform. The course is taught by D. Giuliani and M. Napolitano ( @github.com/napo )

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

r0hankrishnan/us_housing

In this project, I reconstruct a US Housing data set, conduct EDA and data cleaning, and compute several models to examine the relationship between several predictors and HPI.

Language: R - Size: 7.38 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

anuragverse/ML-Workshop

ML Projects

Language: Jupyter Notebook - Size: 5.76 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

JannisCodes/migration-trajectories

This repository accompanies the publication: '​A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series'.

Language: TeX - Size: 563 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

OscarTMa/Customer-Segmentation

Le clustering consiste à regrouper les données en clusters, où les objets d'un même groupe sont plus similaires entre eux qu'avec ceux des autres groupes.

Language: Jupyter Notebook - Size: 412 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

bjam24/bank_customer_segmentation_methods

The main goal of this project is to use various Clustering Methods for Bank Customer Segmentation.

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

SirineMaaroufi/ML_Clustering_Explorations

This repository contains a series of notebooks exploring various clustering techniques in machine learning.

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

bcastelino/House_Price_Analysis

This project aims to analyze and predict house prices using a dataset of housing data from California. We employ Regression, Classification, and Clustering models to explore the relationships and patterns in the dataset.

Language: Jupyter Notebook - Size: 625 KB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

erland-ramadhan/SARS-CoV-2-Variants-Clustering

Python implementations for efficient SARS-CoV-2 spike protein sequences clustering by variant.

Language: Python - Size: 410 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

KUSHALKUMARD/Customer-Segmentation-Project

In this project, we will first firstly implement RFM Analysis to group customers according to RFM metrics and then the same customers will be segmented by using K-Means and Hierarchical Clustering algortihms.

Language: Python - Size: 177 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

nanokebab/flyer_distribution_routes

Divide city map into distribution routes for flyers using unsupervised machine learning.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

tmralmeida/clust-based-trajpred

PyTorch(v1.12.0) implementation of Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction.

Language: Jupyter Notebook - Size: 178 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

haniye6776/fraud-detection-using-clustering

Language: Jupyter Notebook - Size: 481 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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clustering 52 clustering-algorithm 49 machine-learning 31 python 25 kmeans-clustering 21 cluster-analysis 19 clustering-evaluation 16 data-science 16 r 14 unsupervised-learning 12 regression-models 12 kmeans 11 machine-learning-algorithms 11 dbscan-clustering 10 hierarchical-clustering 10 cluster 10 dimensionality-reduction 9 classification 8 clustering-analysis 7 neural-networks 7 pca 7 python3 7 k-means-clustering 6 unsupervised-machine-learning 6 data-analysis 6 customer-segmentation 6 linear-regression 5 logistic-regression 5 classification-model 5 artificial-intelligence 5 regression 5 fuzzy-cmeans-clustering 5 k-means 5 fuzzy-clustering 5 spectral-clustering 5 dbscan 5 clustering-validation 4 community-detection 4 feature-engineering 4 clustering-algorithms 4 deep-learning 4 segmentation 4 scikit-learn 4 sklearn 4 jupyter-notebook 4 random-forest 4 gaussian-mixture-models 3 ml 3 decision-trees 3 euclidean-distances 3 image-processing 3 matplotlib-pyplot 3 pandas 3 numpy 3 bioinformatics 3 model-evaluation 3 kmeans-clustering-algorithm 3 classification-algorithm 3 single-cell 3 clustering-models 3 statistics 3 agglomerative-clustering 3 time-series-analysis 3 ai 3 supervised-learning 3 network-analysis 3 hdbscan 3 tensorflow 3 matplotlib 3 distance-matrix 3 matlab 3 dstream 3 natural-language-processing 3 reinforcement-learning 3 r-package 2 simulation 2 geospatial 2 classification-algorithims 2 rna-seq-analysis 2 silhouette-score 2 streamlit 2 pca-analysis 2 classification-methods 2 data-processing 2 association-rules 2 shiny-apps 2 visualization 2 turicreate 2 database 2 principal-component-analysis 2 data 2 sql 2 clusters 2 clusterization 2 dbscan-clusters 2 density-based-clustering 2 hdbscan-clustering-algorithm 2 datavisualization 2 anomaly-detection 2 pam 2