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Journal Articles Journal of Machine Learning Research Year : 2018

Pycobra: A Python Toolbox for Ensemble Learning and Visualisation

Benjamin Guedj


We introduce pycobra, a Python library devoted to ensemble learning (regression and classification) and visualisation. Its main assets are the implementation of several ensemble learning algorithms, a flexible and generic interface to compare and blend any existing machine learning algorithm available in Python libraries (as long as a predict method is given), and visualisation tools such as Voronoi tessellations. pycobra is fully scikit-learn compatible and is released under the MIT open-source license. pycobra can be down-loaded from the Python Package Index (PyPi) and Machine Learning Open Source Software (MLOSS). The current version (along with Jupyter notebooks, extensive documentation, and continuous integration tests) is available at
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Dates and versions

hal-01514059 , version 1 (25-04-2017)
hal-01514059 , version 2 (27-07-2017)
hal-01514059 , version 3 (20-06-2018)


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  • HAL Id : hal-01514059 , version 3


Benjamin Guedj, Bhargav Srinivasa Desikan. Pycobra: A Python Toolbox for Ensemble Learning and Visualisation. Journal of Machine Learning Research, 2018, 18, pp.1 - 5. ⟨hal-01514059v3⟩
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