/VIDAR

πŸ“ŠVIDAR: Visualization Interface for Data Analytics and Reduction

Primary LanguageJupyter NotebookMIT LicenseMIT

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VIDAR: Visualization Interface for Data Analytics and Reduction

Welcome to VIDAR (pronounced as /ˈviː.dɑːr/).

πŸš€ Project Summary

This project aims to develop a Python package to create interactive data applications for low-dimensional data visualization derived from dimension reduction methods and clustering algorithms. The focus will be on scientific plotting, interactive widgets, and event handling. This tool will enable researchers to intuitively explore and interpret complex data sets, enhancing understanding and discovery in various scientific fields. The package will be designed for ease of use, allowing even those with limited programming experience to effectively engage with their data. It will support common formats and integrate smoothly with existing data analysis workflows.

πŸ› οΈ Installation

pip install git+https://github.com/jiadongdan/VIDAR.git

πŸ“ Repository Structure

β”œβ”€β”€ colors
β”œβ”€β”€ clustering
β”œβ”€β”€ interactive
β”œβ”€β”€ utils
└── data

πŸ’» Developers: A-Z

ccalvotusell
Carla Calvo-Tusell		 elnazaziz
Elnaz Azizi		 IndrajitWadgaonkar
Indrajit Wadgaonkar		 jiadongdan
Jiadong Dan		 klai001
Kei Onn Lai		 longyangking
Yang Long

Acknowledgment

We extend our heartfelt thanks to Schmidt Futures and the Oxford Doctoral Training Center for their indispensable support of the VIDAR project. Schmidt Futures generously funded our crucial in-person meeting in Oxford, fostering significant collaboration among team members, while the Oxford Doctoral Training Center provided invaluable technical support and organized workshops that propelled our project forward. We deeply appreciate their contributions, which have been vital to our success.