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Open Source tools in Data Centric AI

Open source tools in Data centric AI you can start using right away.

Tool DescriptionLinks

Renumics Spotlight: Explore unstructured datasets

Create interactive visualizations from unstructured datasets and explore them.

DocumentationDemoLink to project code

Dialog Studio: A diverse collection of conversational datasets

A wide collection of conversational datasets and a python based library to load them.

Research paperDatasetLink to project code

Simple offline image classification tool

A simple python based image classification tool you can run locally.

Link to project code

Aurum: Discovering Data in Lakes, Clouds and Databases

Identify relevant content among multiple data sources that may consist of tabular files such as CSV, and relational tables

Research paperQuick start guideLink to project code

g-mixup : Graph data augmentation

Mixup data augmentation for classification of graph like data.

Research paperLink to project code
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Explore our list of research papers on Data Centric AI
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