A lean C++ library for working with point cloud data

A data standard to enable right-of-way regulation and two-way communication between mobility companies and local governments.

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen

Demo Project for Open Source MDS

an open directory of mobility feeds and operators — powers both Transitland v1 and v2

A JavaScript Library for Dimensionality Reduction

sovity Community Edition EDC

A tidyverse suite for (pre-) machine-learning: cluster, PCA, permute, impute, rotate, redundancy, triangular, smart-subset, abundant and variable features.

Workshop on tidytranscriptomics: Performing tidy transcriptomics analyses with tidybulk, tidyverse and tidyheatmap

Probing Projections introduces a set of interaction and visualisation techniques to make examining dimensionality-reduced datasets easier.

This repo demonstrate a comprehensive modern data stack using popular open-source tools.

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.

Python tools for working with MDS Provider data

Services for working with MDS Provider data, built as runnable Docker containers.

a JSON-based data schema to catalog mobility/transit/transportation data feeds

PCA and normal mode analysis of proteins

Some tools for macOS administrators

Infrastructure-free Multidimensional Scaling (MDS) for drones swarm localization. Performances comparison with trilateration algorithm

OpenAPI description for MDS data feeds, managed by the Open Mobility Foundation.