multidimensional-scaling 开源项目推荐（63 个）

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.

q145492675 /MDS-MultidimensionalScalingAlgorithm-matlab

This routine is implemented in Matlab

asai2019 /job-description-nlp

Analysis of Data Scientist Job Descriptions using Natural Language Processing

ds-modules /CUNEIF-102A

UC Berkeley CUNEIF 102A (Sumerian Text Analysis) Fall 2017

poudeldinesh /Multivariate-Analysis-World-Happiness-Report

Unsupervised Learning

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.

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).

TlaskalV /NMDS_shiny

App for fast NMDS plots

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"

majdjamal /manifold_learning

Showcasing Manifold Learning with ISOMAP, and compare the model to other transformations, such as PCA and MDS.

jaytimm /mds-for-linguists

Using R & VoteView mutlidimensional scaling (MDS) methods for the analysis & visualization of complex patterns of crosslinguistic variation.

lab-robotics-unipv /MDS-NLOS-mitigation

Experiments in NLOS mitigitation under MDS-based RF Positioning

bghojogh /MDS-SammonMapping-Isomap

The code for Multidimensional Scaling (MDS), Sammon Mapping, and Isomap.

npedrazzini /parallelbibles

Word-alignment models for Bible translations in 100+ historical and contemporary languages

grayfall /pymmds

Extendible metric MDS in Python

lillux /morphoscanner

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