Julia Language Delivers Petascale HPC Performance

  Written in the productivity language Julia, the Celeste project—which aims to catalogue all of the telescope data for the stars and galaxies in in t… Read more

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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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Demystifying auto-vectorization in Julia

One of the most impressive features of Julia is that it lets you write generic code. Julia’s powerful LLVM-based compiler can automatically generate highly efficient machine code for base functions and user-written functions alike, on any architecture sup... (more…)

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