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.
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Authors
16Topics & keywords
Topics
Keywords
- Python (programming language)
- Computer science
- Toolbox
- Scripting language
- Reuse
- Programming language
- Suite
- Implementation
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