As the zero alcohol market continues its upward trajectory, products are improving in standalone quality and variety.

Patients with neuro conditions are asked to consult with their neurologist, above all else, before seeking out therapeutic solutions not previously approved by the FDA, according to a position paper ...

The number of activation-function options is also growing, although some of the newer functions are motivated by new types of neural networks, such as the prevalent LLMs today. Deciding on a suitable ...

In this course you will learn to do the impossible: to differentiate non-differentiable functions. We do this by introducing distributions, which is a larger class of objects than functions. All ...

A merchant bank conducts underwriting, loan services, financial advising, and fundraising services for large corporations and high-net-worth individuals.

I am currently implementing a custom function (torch.autograd.Function) that passes auxiliary state besides differentiable tensors. This well-supported in backward/reverse-mode AD: one simply returns ...

Motivation: Make JAX relevant to many more users JAX provides a powerful general-purpose tool for automatic differentiation, but it usually requires that users write code that is JAX-traceable ...

Examples include Gumbel-Softmax to differentiate through discrete distribution, function interpolation for differentiable combinatorial solvers, explicit gradient computation of unrolled optimization, ...