ai

Data2Vis Transformer

Transformer model that automatically generates visualizations from raw datasets.

2023research9 min read
Source Code
PyTorch

Project Snapshot

  • ImpactBuilt a sequence model that generated valid Vega-Lite specs directly from raw tabular inputs.
  • Tagstransformer · nlp · visualization · pytorch
  • ArchitectureSeq2Seq Transformer
  • FrameworkPyTorch Lightning
  • Accuracy92% Valid Specs

01. Overview

An end-to-end Transformer model capable of translating raw JSON datasets into valid Vega-Lite visualization specifications.