The scientific Python open-source ecosystem is incredibly rich, and each new piece enables us to build taller. I've tremendously benefitted from NumPy, SciPy, Scikit-learn, Theano, XGBoost, and I feel grateful for all of them
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Don't forget to thank MatPlotlib, François!
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Scikit-learn is magic
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Despite the hype*, Julia is far behind the scientific python stack. (It is my opinion that the Julia hype, like most hypes, is largely manufactured.)
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