multidimensional-scaling
There are 48 repositories under multidimensional-scaling topic.
haifengl/smile
Statistical Machine Intelligence & Learning Engine
drewwilimitis/Manifold-Learning
Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)
drewwilimitis/hyperbolic-learning
Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)
cblearn/cblearn
Comparison-based Machine Learning in Python
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.
asai2019/job-description-nlp
Analysis of Data Scientist Job Descriptions using Natural Language Processing
poudeldinesh/Multivariate-Analysis-World-Happiness-Report
Unsupervised Learning
ds-modules/CUNEIF-102A
Module for Niek Veldhius, Sumerian Text Analysis.
q145492675/MDS-MultidimensionalScalingAlgorithm-matlab
This routine is implemented in Matlab
TlaskalV/NMDS_shiny
App for fast NMDS plots
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.
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"
jaytimm/mds-for-linguists
Using R & VoteView mutlidimensional scaling (MDS) methods for the analysis & visualization of complex patterns of crosslinguistic variation.
bghojogh/MDS-SammonMapping-Isomap
The code for Multidimensional Scaling (MDS), Sammon Mapping, and Isomap.
grayfall/pymmds
Extendible metric MDS in Python
lab-robotics-unipv/MDS-NLOS-mitigation
Experiments in NLOS mitigitation under MDS-based RF Positioning
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.
hateno/mds-clique
Multidimensional Scaling using Cliques (MDS-Clique)
lillux/morphoscanner
A library for the Analysis of Molecular Dynamics Simulations of Self Assembling Peptides. Started during an internship at CNTE, Niguarda Hospital, Milan
majdjamal/manifold_learning
Showcasing Manifold Learning with ISOMAP, and compare the model to other transformations, such as PCA and MDS.
bjoern-hempel/pytorch-classification
Framework to manage, prepare, train and evaluate models
ervinp2002/diffusion-model
Simplified 3D DIffusion Model Simulation for Organization of Programming Languages Fall 2022.
jirotubuyaki/hmds
hmds: An R Package for Heuristic High and Multi Dimensional Scaling
mark-antal-csizmadia/pca-mds-isomap
Dimensionality reduction and data embedding via PCA, MDS, and Isomap.
npedrazzini/parallelbibles
Word-alignment models for Bible translations in 100+ historical and contemporary languages
PanShi2016/LMB
Neighbourhood-preserving dimension reduction via localised multidimensional scaling
YenLinWu/Trend_Detection
趨勢型資料偵測
alyxmcn/mds_pokemon
In this project, I conduct MDS to analyze the similarity between Pokemon based on their base stats (also known as species strengths). Applying MDS, it is possible to plot Pokemon in a lower-dimensional space based on their species strengths: HP, attack, defense, special attack, special defense and speed. R programming language is used.
CR1337/human-guided-dimension-reduction
A web application for experimenting with dimensionality reduction with human guidance.
dieu-nguyen24/UKAirline-Predictions
EDA and classification predictions of airline satisfaction using R
farincyntiya/multivariate-data-analysis
Multivariate data analysis using R Studio.
ie8701va/GP-assignment
PCA and MDS analyses
mmartamagna/OECD-Regional-Well-being-dataset
Advanced Multivariate Statistics project
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).
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.