I'm super excited by how close we're getting to releasing some work I've been doing at Stripe on a static compute graph + bayesian inference library for Scala. Depending on your background, you might think of it as aspiring to be "TensorFlow for small data" or "Stan on the JVM".
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3/ whatever your Scala code is that manipulates these, ultimately the function it produces (and its gradient) gets compiled down to allocation-free generated JVM bytecode for Array[Double] => Array[Double]
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