Differentiable programming is a programming paradigm in which a numeric computer program can be differentiated throughout via automatic differentiation...

AAD tools. A reference implementation is available on GitHub. Differentiable programming In terms of weight matrices, the adjoint is the transpose. Addition...

words, the graph of a differentiable function has a non-vertical tangent line at each interior point in its domain. A differentiable function is smooth (the...

Prolog. Differentiable programming structures programs so that they can be differentiated throughout, usually via automatic differentiation. Literate...

Probabilistic programming (PP) is a programming paradigm in which probabilistic models are specified and inference for these models is performed automatically...

and accessed indefinitely. The DNC is differentiable end-to-end (each subcomponent of the model is differentiable, therefore so is the whole model). This...

convolutional networks. It is also capable of differentiable programming through its source-to-source automatic differentiation package, Zygote.jl. Julia is a popular...

computer programming, a scientific programming language can refer to two degrees of the same concept. In a wide sense, a scientific programming language...

Biophysics Brain–computer interfacing Chemistry Chemical physics Differentiable programming Artificial intelligence Scientific computing Engineering physics...

open-source software portal Comparison of deep learning software Differentiable programming DeepSpeed Chintala, Soumith (1 September 2016). "PyTorch Alpha-1...