Top Tweets for #differentialprogramming
To those unfamiliar with the general concept of #DifferentialProgramming, let me tell you that there is more than the commonly used .backward() method.
In fact, we can compute higher order 'gradients' with @PyTorch's func module, or by using JAX @GoogleDeepMind. Exciting stuff!
Beyond training neural nets with SGD/variants, how are you using the power of differential programming / autodiff in your work?
Looking for cool examples outside the typical deep learning optimization loop! Share your applications π
#DifferentialProgramming #Autodiff #ML
@lukasheinrich_ @Michael_A_Kagan @NotGauravArya So cool! Congrats for getting the preprint out. I feel this work points the way. #differentialprogramming
Dhairya Gandhi from @JuliaComputing in the house.
#softwarefreedomday #sfdpu2020 #scientificcomputing #differentialProgramming @TensorFlow @PyTorch
Producing a target output image with a multi-slice optical system, trained with gradient descent. #differentialprogramming #optics
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