IEEE

Representing Charts as Text for Language Models: An In-Depth Study of Question Answering for Bar Charts

Abstract: Machine Learning models for chart-grounded Q&A (CQA) often treat charts as images, but performing CQA on pixel values has proven challenging. We thus investigate a resource overlooked by ...
IEEE

Generalization of CNNs on Relational Reasoning With Bar Charts

Abstract: This article presents a systematic study of the generalization of convolutional neural networks (CNNs) and humans on relational reasoning tasks with bar charts. We first revisit previous ...
GitHub

Highcharts for Python

The Highcharts for Python Toolkit is a set of Python libraries that provide a Python wrapper for the Highcharts suite of JavaScript data visualization libraries, with full integration across the ...
GitHub

ArcticDB: A high performance, serverless DataFrame database

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem. Launched in March 2023, it is the successor to Arctic. Use of ArcticDB in production ...