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Products that do what Gradient academy – the 24 weeks coding program does

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    Trying to do gradient descent using automatic differentiation over branchy programs? Or to combine them with neural networks for end-to-end training? Then this might be interesting to you. We develped DiscoGrad, a tool for automatic differentiation through C++ programs involving input-dependent control flow (e.g., "if (f(x) < c) { ... }", differentiating wrt. x) and randomness. Our initial motivation was to enable the use of gradient descent with simulations, which often rely heavily on such discrete branching. The latter makes plain autodiff mostly useless, since it can only account for the…

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    Build and scale real-world machine learning applications

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  10. 10LC

    2020 · stanza.dev

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    2016 · gradient-pricing.herokuapp.com

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    2024 · mycolorhub.com

  23. 23AA

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  24. 24KP

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