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guglielmosanchini / ClustViz

Visualization of many Clustering Algorithms, via Notebook or GUI

visualization graphviz gui notebook clustering pam chameleon optics metis dbscan hierarchical-clustering clara hdbscan explainable-ai birch clustering-algorithms clarans clustering-visualization-notebook denclue

Updated Apr 6, 2021
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higra / Higra-Notebooks

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Demonstration and tutorial notebooks for the Higra library

python notebook hacktoberfest hierarchies hierarchical-clustering tutorial-notebooks higra

Updated Jan 30, 2023
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rimo02 / ML-Notebooks

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random-forest linear-regression xgboost logistic-regression decision-trees polynomial-regression knn kmeans-clustering hierarchical-clustering

Updated Apr 7, 2024
Jupyter Notebook

Divyansh900 / Unsupervised-Learning-Notebooks

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This repository is made following the course by Sir Jose Portilla, and focuses on unsupervised Machine Learning algorithms. I studied all these concepts in January 2024

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

Updated Jan 10, 2024
Jupyter Notebook

TomMakesThings / Clustering-and-TDA-of-scRNA-seq-Data

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Final year project experimenting with clustering and topological data analysis of scRNA-seq data using Python and R across two Jupyter notebooks

python machine-learning bioinformatics clustering mapper jupyter-notebook computational-biology pca autoencoder scrna-seq k-means principal-component-analysis topological-data-analysis hierarchical-clustering tda single-cell-rna-seq splatter kepler-mapper

Updated Aug 8, 2021
Jupyter Notebook

suva007 / image-clustering-and-rotation-search

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clusters similar images and searches disoriented images and matches it with original image.

research notebook clustering cnn hierarchical-clustering rotation-invariant engineering-drawing image-clustering

Updated Dec 23, 2023
Jupyter Notebook

sanketmaneDS / Clustering

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This repository contains introductory notebook for clustering techniques like k-means, hierarchical and DB SCAN

hierarchical-clustering k-means-clustering dendrogram silhouette-score db-scan

Updated Nov 17, 2022
Jupyter Notebook

iLykTurtlz / MLAlgorithms3

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A library of implementations in the 'iads' directory, plus Jupyter notebooks for testing

cross-validation perceptron knn decision-tree-classifier hierarchical-clustering k-means-clustering

Updated May 22, 2023
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SirineMaaroufi / ML_Clustering_Explorations

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

python ml comparison pca kmeans-clustering hierarchical-clustering dbscan-clustering clustering-methods gmm-clustering dimentionality-reduction

Updated Nov 3, 2024
Jupyter Notebook

LeiderCalvo / Datascience_Telco

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I created this notebook to training my datascience skills, ssing different automatic learning models

python data-science machine-learning clustering sklearn python3 pca bayes-classifier hierarchical-clustering knn-classification k-means-clustering desiciontree sklearn-library navebayes

Updated May 6, 2020
Jupyter Notebook

subhashpolisetti / Clustering-Techniques-and-Embeddings

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This repository includes Colab notebooks demonstrating various clustering algorithms, from scratch-based methods to advanced deep learning models and embeddings. Each notebook features explanations, visualizations, and quality evaluation metrics for clustering performance.

time-series clustering-algorithm kmeans-clustering hierarchical-clustering anomaly-detection multimodal

Updated Dec 10, 2024
Jupyter Notebook

akash18tripathi / Clustering-Exploration-on-Fashion-MNIST

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This repository contains a Jupyter Notebook that explores various clustering techniques applied to the Fashion MNIST dataset like K-Means, Hierarchical,etc.

kmeans-clustering hierarchical-clustering dendogram elbow-method fashion-mnist-dataset silhouette-score

Updated May 23, 2023
Jupyter Notebook

jermynyeo / Predict-Automobile-Insurance-Prices

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All-in-1 notebook which applies different clustering (K-means, hierarchical, fuzzy, optics) and classification (AdaBoost, RandomForest, XGBoost, Custom) techniques for the best model.

random-forest hierarchical-clustering optics-clustering k-means-clustering fuzzy-clustering xg-boost silhouette-score adaboost-classifier

Updated Nov 2, 2021
Jupyter Notebook

m-imani / Unsupervised_learning

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This notebook is about creating a 2D dataset and using unsupervised machine learning algorithms like kmeans, kmeans++, and Agglomerative Hierarchical clustering methods to classify data points, and finally comparing the results.

kmeans kmeans-clustering hierarchical-clustering agglomerative-clustering kmeans-plus-plus

Updated Oct 21, 2021
Jupyter Notebook

franklinthony / superv-unsuperv-ai

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Notebook desenvolvido como avaliação da disciplina Introdução à Inteligência Artificial. O mesmo contempla partes de pré-processamento das bases de dados e o desenvolvimento dos algoritmos Multilayer Perceptron (MLP), Random Forest, K-means e Agrupamento hierárquico

machine-learning deep-learning random-forest artificial-intelligence supervised-learning unsupervised-learning hierarchical-clustering k-means-clustering mlp-classifier

Updated Dec 21, 2020
Jupyter Notebook

sukruta230901 / Machine-Learning-Clustering_algorithms-LAB

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This repository contains the Lab practices of Machine Learning performed in Jupyter Notebook using python language. This repo consists of Clustering algorithms like K-Means and Hierarchical to perform unsupervised method on the given dataset.

machine-learning hierarchical-clustering k-means-clustering

Updated Feb 23, 2022
Jupyter Notebook

mariamffatima / Machine-Learning-Tasks

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This repository contains a collection of lab tasks, assignments, and projects designed to learn and practice key concepts in Machine Learning. It includes hands-on Jupyter notebooks covering fundamental ML techniques, real-world projects, and theoretical exercises. Ideal for students and enthusiasts aiming to deepen their understanding of ML.

random-forest linear-regression artificial-neural-networks logistic-regression convolutional-neural-networks decision-trees support-vector-machines kmedoids-clustering decision-tree-classifier kmeans-clustering k-nearest-neighbours hierarchical-clustering random-forest-classifier kmedian

Updated Jan 6, 2025
Jupyter Notebook

Hasnat-Aarif-Aslam / KMeans-Hierarchical-and-DBSCAN

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In this notebook, i have tried to appy KMeans, Hierarchical and DBSCAN clustering along PCA. The dataset used is Mall_Customers. In DBSCAN, certain type of Heatmaps are used to find the Epsilon and min_samples value which have performed quite well in identifying the correct number of clusters.

clustering kmeans kmeans-clustering hierarchical-clustering dbscan-clustering fine-tuning

Updated Apr 17, 2024
Jupyter Notebook

aaronlsmiles / Machine-Learning-with-Python

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Jupyter Notebooks exploring Machine Learning techniques -- regression, classification (K-nearest neighbour (KNN), Decision Trees, Logistic regression vs Linear regression, Support Vector Machine), clustering (k-means, Hierarchical Clustering, DBSCAN), sci-kit learn and SciPy -- and where it applies to the real world, including cancer detection, …

machine-learning clustering scikit-learn machine-learning-algorithms scipy logistic-regression support-vector-machine k-means decision-trees knn dbscan k-nearest-neighbours hierarchical-clustering dbscan-clustering knn-classification knn-classifier machinelearning-python

Updated May 21, 2020
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Here are 19 public repositories matching this topic...

guglielmosanchini / ClustViz

higra / Higra-Notebooks

rimo02 / ML-Notebooks

Divyansh900 / Unsupervised-Learning-Notebooks

TomMakesThings / Clustering-and-TDA-of-scRNA-seq-Data

suva007 / image-clustering-and-rotation-search

sanketmaneDS / Clustering

iLykTurtlz / MLAlgorithms3

SirineMaaroufi / ML_Clustering_Explorations

LeiderCalvo / Datascience_Telco

subhashpolisetti / Clustering-Techniques-and-Embeddings

akash18tripathi / Clustering-Exploration-on-Fashion-MNIST

jermynyeo / Predict-Automobile-Insurance-Prices

m-imani / Unsupervised_learning

franklinthony / superv-unsuperv-ai

sukruta230901 / Machine-Learning-Clustering_algorithms-LAB

mariamffatima / Machine-Learning-Tasks

Hasnat-Aarif-Aslam / KMeans-Hierarchical-and-DBSCAN

aaronlsmiles / Machine-Learning-with-Python

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