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clustering-analysis

Here are 139 public repositories matching this topic...

milaan9 / Clustering_Algorithms_from_Scratch

Implementing Clustering Algorithms from scratch in MATLAB and Python

cluster machine-learning-algorithms unsupervised-learning cluster-analysis clustering-benchmark clustering-methods clustering-analysis subspace-clustering clustering-models clustering-algorithms tutor-milaan9

Updated Dec 9, 2022
Jupyter Notebook

rezacsedu / Deep-Learning-for-Clustering-in-Bioinformatics

Deep Learning-based Clustering Approaches for Bioinformatics

bioinformatics deep-learning neural-networks convolutional-autoencoder representation-learning autoencoders lstm-neural-networks variational-autoencoder clustering-analysis

Updated Jan 28, 2021
Jupyter Notebook

rohanmohapatra / hdbscan-cpp

Fast and Efficient Implementation of HDBSCAN in C++ using STL

c-plus-plus machine-learning cpp clustering machine-learning-algorithms stl-containers clustering-algorithm hdbscan clustering-analysis

Updated Jul 9, 2019
C++

bessagroup / CRATE

CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization

computational-mechanics clustering-analysis material-modelling computational-homogenization

Updated Nov 15, 2023
Python

monty-se / PINstimation

A comprehensive bundle of utilities for the estimation of probability of informed trading models: original PIN in Easley and O'Hara (1992) and Easley et al. (1996); Multilayer PIN (MPIN) in Ersan (2016); Adjusted PIN (AdjPIN) in Duarte and Young (2009); and volume-synchronized PIN (VPIN) in Easley et al. (2011, 2012). Implementations of various …

poisson-distribution hierarchical-clustering maximum-likelihood-estimation market-microstructure expectation-maximisation-algorithm clustering-analysis mixture-distributions information-asymmetry

Updated Oct 22, 2024
R

Simon-Bertrand / Clusters-Features

The Clusters-Features package allows data science users to compute high-level linear algebra operations on any type of data set. It computes approximatively 40 internal evaluation scores such as Davies-Bouldin Index, C Index, Dunn and its Generalized Indexes and many more ! Other features are also available to evaluate the clustering quality.

Updated Apr 1, 2022
Python

julherest / drought_clusters

Code used to identify and analyze drought clusters from gridded data.

climate-variability droughts clustering-analysis

Updated Aug 21, 2022
Python

DRLib / CDR

Implementation of CDR - Interactive Visual Cluster Analysis by Contrastive Dimensionality Reduction

dimensionality-reduction multidimensional-projection clustering-analysis contrastive-loss pytorch-implementation interactive-clustering

Updated Apr 20, 2023
JavaScript

sharmaroshan / MNIST-Using-K-means

It is One of the Easiest Problems in Data Science to Detect the MNIST Numbers, Using a Classification Algorithm, Here I have used a csv File which contains the Pixels of the Numbers from 0 to 9 and we have to Classify the Numbers Accordingly. I have Used K-Means Classification Algorithm.

python machine-learning tutorial kmeans beginner jupyter-notebooks unsupervised-learning clustering-analysis imagery-analysis

Updated Aug 19, 2019
HTML

marthadais / AISclassification

A geometric-driven semi-supervised approach for fishing activity detection from AIS data.

time-series-classification clustering-analysis mobility-behavior-detection feature-augmented-clustering

Updated Aug 24, 2022
Jupyter Notebook

Clustering-by-Silhouette

EtzionR / Clustering-by-Silhouette

Optimize clustering labels using Silhouette Score.

machine-learning clustering kmeans silhouette clustering-evaluation hdbscan meanshift clustering-analysis

Updated Aug 19, 2021
Python

at-tan / Hierarchical_Clustering_of_Currencies

A clustering exercise of global currencies on three common financial market features using data from 2017 through 2019, as published in Towards Data Science on Medium.com

clustering hierarchical-clustering clustering-analysis

Updated Dec 10, 2020
Jupyter Notebook

dilettagoglia / DataMining

🔎Data Understanding, Visualization , Preparation & Cleaning - Clustering algorithms (unsupervised learning) - Classification algorithms (supervised learning) - Sequential Pattern Mining

data data-mining clustering data-visualization supervised-learning classification data-analysis unsupervised-learning data-processing data-cleaning clustering-algorithm datamining classification-algorithm sequential-patterns correlations clustering-analysis customer-profile assessing-data-quality

Updated Jan 19, 2021
Jupyter Notebook

salar96 / MEP-Orthogonal-NMF

Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)

clustering matrix-factorization constrained-optimization data-analysis outlier-detection clustering-algorithm nmf resource-allocation nonnegativity-constraints anomaly-detection orthogonal nonnegative-matrix-factorization sparse-representations clustering-analysis nmf-decomposition deterministic-annealing onmf

Updated Jan 22, 2024
Python

ShuyueG / CVI_using_DSI

Cluster Validity Index Using a Distance-based Separability Measure

clustering-analysis cluster-validity cluster-validity-index-evaluation separability-measure

Updated Jan 14, 2022
Python

KaikeWesleyReis / kaggle

Solutions for different datasets in Kaggle Website

kaggle predictive-analysis feature-engineering npl clustering-analysis

Updated Mar 15, 2023
Jupyter Notebook

BayoAdejare / lightning-containers

Docker powered starter for geospatial analysis of lightning atmospheric data.

docker jupyter sqlite csv-files machine-learning-algorithms databases pandas python3 data-warehouse orchestrator data-engineer spatialite clustering-analysis data-engineering-pipeline noaa-weather streamlit-dashboard

Updated Nov 3, 2024
Jupyter Notebook

zcebeci / fcvalid

Internal Validity Indexes for Fuzzy and Possibilistic Clustering

validation clustering validate fcm pcm unsupervised-learning cluster-analysis number-of-clusters clustering-evaluation fuzzy-cmeans-clustering unsupervised-machine-learning clustering-validation unsupervised-clustering validity-indices clustering-analysis fuzzy-internal-indexes fuzzy-clustering-analyses fuzzy-possibilistic-cmeans possibilistic-clustering-algorithms clustering-benchmarks

Updated Oct 1, 2022
R

pajaskowiak / clusterConfusion

Clustering validation with ROC Curves

clustering k-means roc-curve clustering-algorithm clustering-evaluation hierarchical-clustering clustering-validation k-means-clustering roc-auc clustering-analysis roc-plot roc-curves roc-analysis auc-score roc-auc-curve roc-auc-score

Updated Jul 5, 2023
R

danustc / Image_toolbox

This is my toolbox for image processing and downstream analysis of calcium imaging data.

pipeline scikit-learn neurons calcium-imaging clustering-analysis

Updated Apr 2, 2019
Jupyter Notebook

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