Fast vectorization in Julia

After a lengthy design process and preliminary foundations in Julia 0.5, Julia 0.6 includes new facilities for writing code in the “vectorized”
style (familiar from Matlab, Numpy, R, etcetera) while avoiding the
overhead that this style of programming…

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7 Binary Classifier Libraries in Julia

I wished to do some machine learning for binary classification. Binary classification is perhaps the most basic of all supervised learning problems. Unsurprisingly julia has many libraries for it. Today we are looking at: LIBLINEAR (linear SVMs), LIBSVM (... (more…)

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Scanning the sky with Julia on 8000 cores

Celeste, a statistical analysis model designed to enhance one of modern astronomy’s most time-tested tools—sky surveys—has gotten a major upgrade that dramatically scales up the process of cataloging astronomical objects.

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