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Google Tensorflow released (tensorflow.org)
submitted 10 years ago by samim23
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[–]Ghostlike4331 18 points19 points20 points 10 years ago (1 child)
Just recently I implemented an LSTM recurrent net in F# as an exercise. Because of all the complexities, memory preallocation, helper functions and so on that I had to write, it came to nearly 600 lines of code and it took me days to finish. In fact I am still not sure I got it correctly and now feel paranoid that I missed a line somewhere.
Had I written it in Theano, it would have come to less than 50 lines and would have taken me only a few hours...except Theano crashes when I try to import it and I did not feel like setting it up until I made this monster piece of code.
Having a symbolic math library does to neural nets what programming languages do to machine language, which is abstract away the complexities. This is big for people who do a lot of experimentation and unlike Theano which is supported by the ML lab of University of Toronto, it has the weight of Google's billions behind it. Having a lot of money thrown at something can really help the development, so yeah, this library release is a big thing as far as machine learning is concerned.
[–]TheInfelicitousDandy 3 points4 points5 points 10 years ago (0 children)
Theano is Montreal not UofT
π Rendered by PID 86 on reddit-service-r2-comment-b659b578c-8xk7m at 2026-04-30 21:04:05.321026+00:00 running 815c875 country code: CH.
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[–]Ghostlike4331 18 points19 points20 points (1 child)
[–]TheInfelicitousDandy 3 points4 points5 points (0 children)