Machine learning is physics (Ep. 211)
Data Science at Home
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Is There a Formula for Deep Learning?
The thermal equilibrium effect that comes from physics is happening in deep learning we just don't realize it or probably we don't pay attention to why all this well the reason of this episode was of course to shed some light on the different ways one can interpret a neural network and the concept of deep learning. We have seen main of these networks working in several situations and in many others not working at all also the way we have seen how these behaviors change when we for example reshuffle the data and so there hasn't been a formula that explains all these variations but i think making an analogy with physics is extremely useful.
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