pycobra: A Python toolkit for ensemble regression analysis and visualisation
Résumé
We introduce pycobra, a Python library devoted to ensemble regression and visualisation. Its main assets are the implementation of the COBRA algorithm (an ensemble method introduced by Biau et al., 2016), a flexible and generic interface to compare most regression methods available in Python libraries (including, but not limited to, scikit-learn), and visualisation tools based on Voronoi tessellations. pycobra is released under the MIT open-source license and can be downloaded from the Python Package Index (PyPi) and Machine Learning Open Source Software. The current development (along with Jupyter notebooks) is available at https://github.com/bhargavvader/pycobra.
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