Gauguin is a project with five objectives:
To automate EDA
To create a python based AutoEDA tool similar to the many AutoML frameworks where a user uploads some data selects a target of interest and the tool creates thousands of visualizations giving insight into the data ranked by interestingness-
GauguinViz
Post-Impressionism has an emphasis on more symbolic content, formal order, and structure. The idea is to create a picture that reflects the essence of something. This is a research-oriented sub-project interested in creating novel visualizations and extending existing graphs and algorithms to visualize abstract ideas like bias or confounders in data. These novel visualizations are part of a python library called Gauguin -
Gauguin Bot and Data Journalism Database
To create a python-based bot to gather social media data visualizations. The web bot will find data visualizations and their data sources and annotate them. A neural network will be used to classify images according to their type -
Gauguin.ai website
The website is intended and a portal and community for those interested in data visualization research -
GauguinDesigner
The idea is to use a data set and a target or an existing graphic and have the tool to make design suggestions
Abstract
Post-Impressionism has an emphasis on more symbolic content, formal order, and structure. The idea is to create a picture that reflects the essence of something. This is a research-oriented sub-project interested in creating novel visualizations and extending existing graphs and algorithms to visualize abstract ideas like bias or confounders in data. These novel visualizations are part of a python library called Gauguin