README.md

---
title: Andromeda
emoji: 👀
colorFrom: purple
colorTo: red
sdk: docker
pinned: false
license: mit
---

Andromeda allows users to visualize high dimensional data in a 2-dimensional plot using weighted multidimensional scaling. Through the interactive interface users can explore the relationships within their data by adjusting the variable weights and viewing an updated plot.  Alternatively users can arrange the items  in the plot so that Andromeda can determine new variable weights and create a new projection. 

The _Fetch image data_ tab gives users the ability to fetch data from iNaturalist observations and pair them with satellite RGB and landcover data for analysis with Andromeda. 

This Andromeda instance allows users to perform dimensional reduction on an uploaded CSV file. A toy sample CSV for trying the interface can be found on the [GitHub Repository](https://github.com/Imageomics/Andromeda/blob/main/datasets/cartoonAnimals/Animal_Data_TaylorEtal.csv). 


For more information, see our [GitHub](https://github.com/Imageomics/Andromeda).