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I think your post may have more acronyms than any other post I have ever read on hn. Do you have a guide to which specific things you are talking about with each acronym? Deep Learning and Machine Learning are obvious but some of the others I can’t follow at all - they could be so many different things.
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NN - neural networks OSS DL frameworks - open source deep learning frameworks

PITA - pain in the ass

SVM - support vector machines HMM - hidden Markov model EM - expectation maximization GMM - gaussian mixture model HTK - hidden Markov model tool kit

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I think he maintains pinball machines and jukeboxes for a chain of Greek restaurants
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Remember watching Alec Radford's Theano tutorial and feeling like I had found literal gold.
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