Orange: Data Mining Toolbox in Python
Abstract
Orange is a machine learning and data mining suite for data analysis through Python scripting and visual programming. Here we report on the scripting part, which features interactive data analysis and component-based assembly of data mining procedures. In the selection and design of components, we focus on the flexibility of their reuse: our principal intention is to let the user write simple and clear scripts in Python, which build upon C$++$ implementations of computationally-intensive tasks. Orange is intended both for experienced users and programmers, as well as for students of data mining.
Cite
Text
Demšar et al. "Orange: Data Mining Toolbox in Python." Machine Learning Open Source Software, 2013.Markdown
[Demšar et al. "Orange: Data Mining Toolbox in Python." Machine Learning Open Source Software, 2013.](https://mlanthology.org/mloss/2013/demsar2013jmlr-orange/)BibTeX
@article{demsar2013jmlr-orange,
title = {{Orange: Data Mining Toolbox in Python}},
author = {Demšar, Janez and Curk, Tomaž and Erjavec, Aleš and Gorup, Črt and Hočevar, Tomaž and Milutinovič, Mitar and Možina, Martin and Polajnar, Matija and Toplak, Marko and Starič, Anže and Štajdohar, Miha and Umek, Lan and Žagar, Lan and Žbontar, Jure and Žitnik, Marinka and Zupan, Blaž},
journal = {Machine Learning Open Source Software},
year = {2013},
pages = {2349-2353},
volume = {14},
url = {https://mlanthology.org/mloss/2013/demsar2013jmlr-orange/}
}