heirarchical-clustering

There are 1 repository under heirarchical-clustering topic.

funq
psaris / funq
Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"
kdb q machine-learning logistic-regression decision-trees naive-bayes neural-network pagerank clustering collaborative-filtering linear-regression neural-network-regression neural-network-classification k-nearest-neighbours k-means heirarchical-clustering expectation-maximization page-rank reccomendersystem
Language:q 135
rehmanzafar / dlime_experiments
In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).
breast-cancer-dataset python3 random-forest classifiers neural-networks scikit-learn clusters xai explainable-ai explainable-ml lime dlime knn heirarchical-clustering machine-learning
Language:Jupyter Notebook 28
perseus784 / Self-organizing-bots
A group of small robots capable of organizing themselves in any given structure using OpenCV and Clustering.
python esp8266 robotics swarm swarm-intelligence nearest-neighbors master-slave 3d-printing arduino c organizing-bots opencv wheeled-robots 3d-models heirarchical-clustering corner-harris
Language:Python 21
aryashah2k / Datalogy-Customer-Segmentation-Data-Science-Internship
A Repository Maintaining My Summer Internship Work At Datalogy As A Data Science Intern Working On Customer Segmentation Models Using Heirarchical Clustering, K-Means Clustering And Identifying Loyal Customers Based On Creation Of Recency, Frequence, Monetary (RFM) Matrix.
data-science data-visualization clustering clustering-algorithm cluster-analysis kmeans-clustering heirarchical-clustering python python3 internship jupyter-notebook customer-segmentation rfm-analysis data-analysis dataset
Language:Jupyter Notebook 16
perseus784 / Shape-Finder
A Shape Finder using Corner-Harris and Heirarchical Clustering
opencv-python clustering heirarchical-clustering shape-detection shape-analysis corner-detection
Language:Python 10
shoaib555 / Unsupervised-Learning
5 Projects based on Unsupervised learning
pca kmeans-clustering heirarchical-clustering linear-regression eda
Language:Jupyter Notebook 6
xhan97 / StreaKHC
A novel incremental hierarchical clustering algorithm (KDD 22)
heirarchical-clustering kernel-methods stream-clustering
Language:Python 4
DhruvaKumarS / Data-Mining
CSE601 Course Projects - Fall 2017
pca-implementation apriori-algorithm association-rules mapreduce-k-means k-means-clustering k-nearest-neighbor density-based-clustering decision-tree-classifier random-forest-classifier boosting-tree naive-bayes-classifier heirarchical-clustering
Language:Python 3
Sameeksharajsb / Regression-Models-Clustering-and-Dimensionality-Reduction
A hub that contains notebooks that implement Regression models, illustrates LR via Gradient Descent, compares K-means vs Spectral vs Hierarchical, compares PCA vs t-SNE
unsupervised-machine-learning dimensionality-reduction principal-component-analysis t-sne multivariate-linear-regression supervised-machine-learning ridge-regression logistic-regression gradient-descent k-means-clustering heirarchical-clustering spectral-clustering
Language:Jupyter Notebook 3
djdhiraj / Data_Science_In_R
Complete package for all Data Science models using R. Starting form Preprocessing, Data Manipulation, Feature Engineering, Model Building, and Model Validation.
iris-dataset pubg r visualization graphs stepaic stem project-r data-science logistic-regression roc-curve dbscan-clustering heirarchical-clustering kmeans-clustering clustering marketbasketanalysis association-rules text-mining h2oai machine-learning
Language:R 2
Shahrukh2016 / Netflix_Movies_and_TV_Shows_Clustering
Unlock personalized content recommendations on Netflix with my cutting-edge ML project. Say goodbye to aimless scrolling and elevate your binge-watching experience with our user-centric content-based recommender system.
clustering data-visualization data-wrangling deployment dimensionality-reduction exploratory-data-analysis heirarchical-clustering huggingface kmeans-clustering machine-learning matplotlib natural-language-processing numpy pandas python recommender-system seaborn streamlit text-processing tfidf
Language:Jupyter Notebook 2
akshay0814 / Principal-Component-Analysis-PCA-
Performed PCA on wine dataset and applied clustering algorithms
clustering data-science heirarchical-clustering kmeans-clustering pca-analysis python
Language:Jupyter Notebook 1
blitzapurv / customer-segmentation-kmeans-hc-dbscan-gmm
Customer Segmentation using kmeans, hc, dbscan and gmm
clustering dbscan gmm heirarchical-clustering kmeans
Language:Jupyter Notebook 1
Bm08 / Clustering
clustering data-science data-visualization exploratory-data-analysis heirarchical-clustering jupyter-notebook k-means-clustering machine-learning machine-learning-algorithms python
Language:Jupyter Notebook 1
Gandhasiri-Rahul-Mohan / Principal-component-analysis
Perform Principal component analysis and perform clustering using first 3 principal component scores
agglomerative-clustering data-science dbscan-clustering kmeans-clustering machine-learning pandas principal-component-analysis python heirarchical-clustering
Language:Python 1
gauravsharma884 / MACHINE-LEARNING-USING-PYTHON
This repository contains all the projects carried out to understand and experiment on Machine Learning using Python. Projects scripts are created to build model on classification , clustering and regression machine learning models for future predictions.
classification clustering decision-tree-classifier knn-classifier machine-learning pca-analysis random-forest-classifier regression agglomerative-clustering dbscan-clustering heirarchical-clustering linear-regression logistic-regression
Language:Jupyter Notebook 1
kaustubhmulay / YorkU-customer-segment-analysis
Repository for Customer Segment Analysis using Python & Shiny App Dashboard
shinydashboard shiny-apps shiny r algorithmic-marketing cluster-analysis k-medoids-clustering heirarchical-clustering apriori-algorithm association-rules york-university superstore-data-analysis
Language:R 1
kibamin / FuzzyConstraintClustering
clustering fuzzy-constriant heirarchical-clustering semi-supervised-clustering fuzzy-hss hss
Language:Python 1
Machine-Learning
kumarpython / Machine-Learning
Machine Learning with Python, Numpy & SciKitLearn
machine-learning numpy scikit-learn matplotlib clustering feature-engineering feature-selection gmm-clustering heirarchical-clustering kmeans-clustering knn-classification linear-regression logistic-regression seaborn supervised-learning support-vector-classifier support-vector-machines support-vector-regression unsupervised-learning
Language:Jupyter Notebook 1
lavahammer / E-commerce-Seller-Acquisition-identification
To sanitize and analyze the data to profile the sellers present and develop selection criteria to identify the best or most promising sellers in this dataset, that the Acquisitions team at any company should reach out to, and acquire. The model used Kmeans clustering and Heirarchical clustering to identify sellers targets for acquisition.
heirarchical-clustering kmeans-clustering segmentation-models
Language:Jupyter Notebook 1
MohammedAhdal / Country-Data-for-Charity-Clustering
Which countries can be grouped together and have the highest need of help from the charity?
data-analysis data-visualization heirarchical-clustering kmeans-clustering unsupervised-machine-learning
Language:Jupyter Notebook 1
MohammedAhdal / Football-Analysis-and-Clustring
Streamlit App for The Analysis of team tactics and player performances
data-analysis data-science data-visualization heirarchical-clustering kmeans-clustering streamlit unsupervised-machine-learning
Language:Jupyter Notebook 1
NAVEENDATAANALYST / CUSTOMER-ANALYTICS-ON-USA-BASED-COMPANY-DATA
This is my 6th semester Essentials of Data Analytics project.
analytics classification clustering-analysis dataexploration datapreparation datavisualization r heirarchical-clustering kmeans-clustering logistic-regression random-forest-classifier xgboost-classifier
1
NishadKhudabux / Fantasy-Sports-Clustering-Analysis
Performed clustering analysis on OnSports player data for the English Premier League. The clustering analysis successfully identified 4 unique player clusters and uncovered valuable business recommendations by identifying trends and patterns in the EDA, meeting the objective of determining player pricing next season.
clustering data-science dbscan exploratory-data-analysis gmm-clustering heirarchical-clustering kmeans-clustering kmedoids-clustering python unsupervised-learning
Language:Jupyter Notebook 1
ShaikRiyazSandy / Clustering
Problem Statement Perform clustering (Hierarchical,K means clustering and DBSCAN) for the airlines data to obtain optimum number of clusters. Content This data set contains statistics, in arrests per 100,000 residents for assault, murder, and rape in each of the 50 US states in 1973. Also given is the percent of the population living in urban areas
clustering-algorithm data-science dbscan-clustering epsilon-greedy heirarchical-clustering kmeans-clustering
Language:Jupyter Notebook 1
teomotun / Enron-Scandal-Machine-Learning
Application of Machine learning to show acts of conspiracy, insider trading, and securities fraud in Enron dataset
kmeans-clustering heirarchical-clustering svc-model pickle fraud-detection
Language:Jupyter Notebook 1
yash0422 / Python-for-Data-Science-ML
SUPERVISED LEARNING: REGRESSION: Linear - Polynomial - Ridge/Lasso CLASSIFICATION: K-NN - Naïve Bayes - Decision Tree - Logistic Regression - Confusion Matrix - SVM TIME SERIES ANALYSIS: Linear & Logistic Regr. - Autoregressive Model - ARIMA - Naïve - Smoothing Technique UNSUPERVISED LEARNING: CLUSTERING: K-Means - Agglomerative - Mean-Shift - Fuzzy C-Mean - DBSCAN - Hierarchical - Canopy DIMENSION REDUCTION: PCA - LSA - SVD - LDA - t-SNE PATTERN SEARCH: Apriori - FP-Growth - Euclat RECOMMENDATION ENGINE: Association Rules - Market Basket Analysis - Apriori Algorithm - Real Rating Matrix - IBCF - (Item) - User-Based Collaborative Filtering UBCF - Method & Model ENSEMBLE METHODS: BOOSTING: AdaBoost - XG Boost - LightGBM - CatBoost. BAGGING: Random Forest STACKING
supervised-learning linear-regression polynomial-regression ridge-regression lasso-regression knn-classification naive-bayes-classifier decision-trees logistic-regression confusion-matrix svm-classifier autoregressive-processes arima smoothing-methods k-means-clustering agglomerative-clustering mean-shift fuzzy-cmeans-clustering dbscan-clustering heirarchical-clustering
Language:Jupyter Notebook 1
Adevfrombirmingham / BigData
Big Data Project- Catch the pink flamingo
hadoop spark neo4j python sparksql classification clustering decision-trees heirarchical-clustering kmeans-clustering logistic-regression
Language:Python 0
Akshay-Gulhane15 / Hierarchical-Clustering-DBSCAN-KMeans
In this repository i have performed Hierarchical clustering on car clus dataset, DBSCAN on penguins datset, K-means clustering on mall customer dataset.
dbscan-clustering heirarchical-clustering kmeans-clustering
Language:HTML 0
karamkath / Country-Clustering-for-NGO
HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It runs a lot of operational projects from time to time along with advocacy drives to raise awareness as well as for funding
kmeans-clustering heirarchical-clustering unsupervised-machine-learning
Language:Jupyter Notebook 0
KelgerNuek / Cinema-Market-Customer-Segmentation
This clustering analysis aims to provide valuable insights into the viability of introducing an original language cinema in Milan, Italy.
clustering dendogram heirarchical-clustering knn-clustering pca pca-analysis
Language:Jupyter Notebook 0
Pranavi1990 / Clustering
To study the customer profile coming to a mall. We try to solve this problem using Clustering technique.
clustering-algorithm heirarchical-clustering rstudio statistical-analysis unsupervised-machine-learning
Language:R 0
samudraneel05 / stanford-open-policing
The Stanford Open Policing Project (SOPP) aims to bring transparency to police interactions by collecting and analyzing data on traffic stops across the United States. It accumulates a vast dataset on traffic stops, encompassing details such as demographics, location, and outcomes.
clustering heirarchical-clustering k-means-clustering machine-learning matplotlib pandas python scikit-learn
Language:Python 0
SejalKankriya / customer-insight-clustering
Advanced analytics in R to delineate market segments in retail, optimizing targeted marketing strategies through customer behavior and demographic profiling
clustering customer-analytics customer-profiling heirarchical-clustering market-segmentation r
0
abinashsahoo007 / Project-Song-Recommendation-System
This Project is a Simple Content-Based Song Recommendation System. It suggest similar item to the user based on the content the user provide.
correlation cosine-similarity data-mining dbscan-clustering deployment eda heirarchical-clustering k-means-clustering pandas-profiling pca pickle recommender-system statistics streamlit visualization
Language:Jupyter Notebook
SejalKankriya / hierarchical-clustering-USCrime
Analyzing US crime statistics using hierarchical clustering to uncover patterns in state-level arrest data
clustering crime-analysis r heirarchical-clustering

heirarchical-clustering

psaris / funq

rehmanzafar / dlime_experiments

perseus784 / Self-organizing-bots

aryashah2k / Datalogy-Customer-Segmentation-Data-Science-Internship

perseus784 / Shape-Finder

shoaib555 / Unsupervised-Learning

xhan97 / StreaKHC

DhruvaKumarS / Data-Mining

Sameeksharajsb / Regression-Models-Clustering-and-Dimensionality-Reduction

djdhiraj / Data_Science_In_R

Shahrukh2016 / Netflix_Movies_and_TV_Shows_Clustering

akshay0814 / Principal-Component-Analysis-PCA-

blitzapurv / customer-segmentation-kmeans-hc-dbscan-gmm

Bm08 / Clustering

Gandhasiri-Rahul-Mohan / Principal-component-analysis

gauravsharma884 / MACHINE-LEARNING-USING-PYTHON

kaustubhmulay / YorkU-customer-segment-analysis

kibamin / FuzzyConstraintClustering

kumarpython / Machine-Learning

lavahammer / E-commerce-Seller-Acquisition-identification

MohammedAhdal / Country-Data-for-Charity-Clustering

MohammedAhdal / Football-Analysis-and-Clustring

NAVEENDATAANALYST / CUSTOMER-ANALYTICS-ON-USA-BASED-COMPANY-DATA

NishadKhudabux / Fantasy-Sports-Clustering-Analysis

ShaikRiyazSandy / Clustering

teomotun / Enron-Scandal-Machine-Learning

yash0422 / Python-for-Data-Science-ML

Adevfrombirmingham / BigData

Akshay-Gulhane15 / Hierarchical-Clustering-DBSCAN-KMeans

karamkath / Country-Clustering-for-NGO

KelgerNuek / Cinema-Market-Customer-Segmentation

Pranavi1990 / Clustering

samudraneel05 / stanford-open-policing

SejalKankriya / customer-insight-clustering

abinashsahoo007 / Project-Song-Recommendation-System

SejalKankriya / hierarchical-clustering-USCrime