multidimensional-scaling

There are 5 repositories under multidimensional-scaling topic.

haifengl / smile
Statistical Machine Intelligence & Learning Engine
classification clustering computer-algebra-system computer-vision data-science dataframe deep-learning genetic-algorithm interpolation linear-algebra llm machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet
Language:Java 6288
drewwilimitis / Manifold-Learning
Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)
python manifold-learning dimensionality-reduction isomap multidimensional-scaling locally-linear-embedding spectral-embedding laplacian-eigenmaps
Language:Jupyter Notebook 245
drewwilimitis / hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
hyperbolic-geometry python kmeans-clustering multidimensional-scaling hyperbolic-embeddings
Language:Jupyter Notebook 140
cblearn / cblearn
Comparison-based Machine Learning in Python
ordinal embedding machine-learning machinelearning scikit-learn non-metric scaling multidimensional-scaling multidimensional
Language:Python 21
hyunsooseol / snowCluster
This module allows users to analyze k-means & hierarchical clustering, and visualize results of Principal Component, Correspondence Analysis, Discriminant analysis, Decision tree, Multidimensional scaling, Multiple Factor Analysis, Machine learning, and Prophet analysis.
jamovi k-means-clustering pca-analysis-plot hierarchical-clustering discriminant-analysis multiple-factor-analysis correspondence-analysis multidimensional-scaling classification-analysis decision-tree machine-learning univariate-timeseries prophet-analysis clustering-dendrogram multiple-correspondence-analysis roc
Language:R 9
asai2019 / job-description-nlp
Analysis of Data Scientist Job Descriptions using Natural Language Processing
data-science dimensionality-reduction glove logistic-regression machine-learning multidimensional-scaling natural-language-processing r random-forest text2vec webscraping xgboost
Language:HTML 7
poudeldinesh / Multivariate-Analysis-World-Happiness-Report
Unsupervised Learning
r machine-learning unsupervised-learning principal-component-analysis multidimensional-scaling canonical-correlation-analysis k-means-clustering hierarchical-clustering model-based-clustering discriminated-unions exploratory-data-analysis confirmatory-data-analysis
Language:R 7
q145492675 / MDS-MultidimensionalScalingAlgorithm-matlab
This routine is implemented in Matlab
machine-learning multidimensional-scaling matlab
Language:MATLAB 7
ds-modules / CUNEIF-102A
UC Berkeley CUNEIF 102A (Sumerian Text Analysis) Fall 2017
text-processing k-means dendrogram multidimensional-scaling sumerian python data-science education jupyter-notebook uc-berkeley
Language:Jupyter Notebook 6
yashajoshi / Cryptocurrency-Trading-Data-Analysis
Analyzing the historical cryptocurrency trading dataset, to portrait its dynamic landscape and dig into features of crypt currencies to figure out if any patterns in their price movement.
datamanipulation data-analysis data-mining pandas-python factor-analysis principal-component-analysis multidimensional-scaling k-means-clustering dimensionality-reduction
Language:Jupyter Notebook 6
majdjamal / manifold_learning
Showcasing Manifold Learning with ISOMAP, and compare the model to other transformations, such as PCA and MDS.
mds pca isomap dimensionality-reduction preprocessing machine-learning machine-learning-algorithms manifold manifold-learning non-linear-dimensionality-reduction principal-component-analysis multidimensional-scaling dimensionality-reduction-algorithm
Language:Python 5
omid-arhami / topolow
A physics-inspired R package for robust Euclidean embedding of sparse, non-metric dissimilarity data. Particularly powerful for antigenic cartography and viral evolution tracking, but applicable to any domain with incomplete similarity measurements. Published in *Bioinformatics* (2025).
antigenic-cartography imputation-algorithm multidimensional-scaling phenotype-prediction euclidean-distances non-metric
Language:R 5
TlaskalV / NMDS_shiny
App for fast NMDS plots
nmds multidimensional-scaling otu-table
Language:R 5
ankitbit / Multivariate_Analysis
This repository contains materials associated to the course "Multivariate Analysis" taught at the Faculty of Mathematics and Statistics (FME), UPC under the MESIO-UPC-UB Interuniversity Program under the instructors "Ferran Revertar", "Miguel Salicru" and "Jan Graffelman"
multivariate-analysis factor-analysis singular-value-decomposition multidimensional-scaling canonical-correlation-analysis biplot correspondence-analysis
Language:HTML 4
bghojogh / MDS-SammonMapping-Isomap
The code for Multidimensional Scaling (MDS), Sammon Mapping, and Isomap.
multidimensional-scaling isomap sammon-mapping
Language:Python 4
jaytimm / mds-for-linguists
Using R & VoteView mutlidimensional scaling (MDS) methods for the analysis & visualization of complex patterns of crosslinguistic variation.
linguistic-typology semantic-maps multidimensional-scaling voteview nominate
4
lab-robotics-unipv / MDS-NLOS-mitigation
Experiments in NLOS mitigitation under MDS-based RF Positioning
indoor-positioning multidimensional-scaling nlos experiments
Language:Python 4
grayfall / pymmds
Extendible metric MDS in Python
multidimensional-scaling multivariate-statistics python metric
Language:Python 3
lillux / morphoscanner
A library for the Analysis of Molecular Dynamics Simulations of Self Assembling Peptides. Started during an internship at CNTE, Niguarda Hospital, Milan
molecular-dynamics molecular-dynamics-analysis self-assembling-peptide multidimensional-scaling distance-map distance-matrix-computation graphs graph-traversal pytorch networkx matrix md gromacs trajectory-analysis martini martini-cg coarse-grained-molecular-dynamics
Language:Jupyter Notebook 3
adisa4sure / Multidimensional_Scaling-Collective_Project-
Collective Project is one of our required courses for master degree in Mathematics which comprises of 5 members each. In this our group, we are working on Multidimensional Scaling: Multidimensional Scaling is a set of procedures that allows the researcher to map distances between objects in a multidimensional space into a lower-dimensional space in order to show how the objects are related.
multidimensional-scaling
Language:Jupyter Notebook 2
hateno / mds-clique
Multidimensional Scaling using Cliques (MDS-Clique)
mds-clique lda multidimensional-scaling latent-dirichlet-allocation smacof
Language:Python 2
bjoern-hempel / pytorch-classification
Framework to manage, prepare, train and evaluate models
python pytorch classification training evaluation multidimensional-scaling
Language:Python 1
CodeSopranos / lab-2-data-analysis
data-analysis mds multi-dimensional-analysis multidimensional-scaling pca
Language:Jupyter Notebook 1
jirotubuyaki / hmds
hmds: An R Package for Heuristic High and Multi Dimensional Scaling
heuristics multidimensional-scaling r rcpp
Language:R 1
pca-mds-isomap
mark-antal-csizmadia / pca-mds-isomap
Dimensionality reduction and data embedding via PCA, MDS, and Isomap.
principal-component-analysis multidimensional-scaling isomap dimensionality-reduction data-embedding manifold-learning python
Language:Jupyter Notebook 1
npedrazzini / parallelbibles
Word-alignment models for Bible translations in 100+ historical and contemporary languages
parallel-corpora word-alignment bible-translations kriging multidimensional-scaling
Language:R 1
PanShi2016 / LMB
Neighbourhood-preserving dimension reduction via localised multidimensional scaling
dimensionality-reduction multidimensional-scaling
Language:MATLAB 1
reichmla / lsp-python
lsp-python is a lightweight implementation of the least square projection (LSP) dimensionality reduction technique using a sklearn style API.
clustering dimensionality-reduction lsp multidimensional-scaling dr projection sklearn least-squares-projection mds
Language:Python 1
YenLinWu / Trend_Detection
趨勢型資料偵測
dynamictimewarp k-means-clustering machine-learning multidimensional-scaling statistical-tests time-series trend-detection unsupervised-machine-learning
Language:Jupyter Notebook 1
CR1337 / human-guided-dimension-reduction
A web application for experimenting with dimensionality reduction with human guidance.
dimensionality-reduction human-guided multidimensional-scaling
Language:Python 0
ghoshsaikat2024 / M.Sc-Data-Science
M.Sc Data Science Related Works
kmeans-clustering knn-classification multidimensional-scaling naive-bayes-classifier perceptron-learning-algorithm
Language:Jupyter Notebook 0
MuzzyB / Exploring-Cybersecurity-Data-Science
Exploring Cybersecurity Data Science: Dimensionality Reduction and Cluster Analysis
cluster-analysis cybersecurity dimensionality-reduction anomaly-detection hdbscan iforest isomap multidimensional-scaling pca t-sne umap factor-analysis-for-mixed-data-types
Language:Jupyter Notebook 0
nelima22 / credit_card_fraud-dim_reduction-log_reg
An overview of my understanding of PCA for dimensionality reduction and Logistic Regression for model training and evaluation.
logistic-regression multidimensional-scaling principal-component-analysis t-sne matplotlib
Language:Jupyter Notebook 0
tanyakuznetsova / Multidimensional-Scaling-of-European_Cities
This project explores the spatial relationships between twenty European cities using classical manual Multidimensional Scaling (MDS), MDS from scikit-learn, and compares the results with Principal Component Analysis (PCA).
classical-ml-algorithms dimensionality-reduction dimensionality-reduction-technique mds multidimensional-scaling pca principal-component-analysis unsupervised-learning unsupervised-machine-learning
Language:Jupyter Notebook 0
arashsm79 / tasmanian-devil-gene-enrichment-analysis
The Tasmanian devil is endangered due to Devil Facial Tumour Disease (DFTD), a contagious cancer with no current treatment. Previous study has investigated the anticancer properties of Tasmanian devil cathelicidins. This report intends to reproduce the enrichment analysis results of the study and further analyze their data.
bioinformatics cancer edger gene-expression gene-ontology gene-set-enrichment-analysis gsea limma multidimensional-scaling r rna-seq tasmanian-devil edaseq
Language:TeX
NauvalMuzaki7 / MDS_Project
Grouping Social Media Influencers based on subscribers, views, likes, comments, and shares using Multidimensional Scaling (MDS)
grouping multidimensional-scaling
Language:R

multidimensional-scaling

haifengl / smile

drewwilimitis / Manifold-Learning

drewwilimitis / hyperbolic-learning

cblearn / cblearn

hyunsooseol / snowCluster

asai2019 / job-description-nlp

poudeldinesh / Multivariate-Analysis-World-Happiness-Report

q145492675 / MDS-MultidimensionalScalingAlgorithm-matlab

ds-modules / CUNEIF-102A

yashajoshi / Cryptocurrency-Trading-Data-Analysis

majdjamal / manifold_learning

omid-arhami / topolow

TlaskalV / NMDS_shiny

ankitbit / Multivariate_Analysis

bghojogh / MDS-SammonMapping-Isomap

jaytimm / mds-for-linguists

lab-robotics-unipv / MDS-NLOS-mitigation

grayfall / pymmds

lillux / morphoscanner

adisa4sure / Multidimensional_Scaling-Collective_Project-

hateno / mds-clique

bjoern-hempel / pytorch-classification

CodeSopranos / lab-2-data-analysis

jirotubuyaki / hmds

mark-antal-csizmadia / pca-mds-isomap

npedrazzini / parallelbibles

PanShi2016 / LMB

reichmla / lsp-python

YenLinWu / Trend_Detection

CR1337 / human-guided-dimension-reduction

ghoshsaikat2024 / M.Sc-Data-Science

MuzzyB / Exploring-Cybersecurity-Data-Science

nelima22 / credit_card_fraud-dim_reduction-log_reg

tanyakuznetsova / Multidimensional-Scaling-of-European_Cities

arashsm79 / tasmanian-devil-gene-enrichment-analysis

NauvalMuzaki7 / MDS_Project