Suppose I want to fit a linear model to non-linear rational features. Something like RationalTransformer instead of SplineTransformer in Scikit-Learn, that uses a basis of rational functions. The domain of my raw features before being transformed are (theoretically) unbounded non-negative numbers, such as "time since X happened", "total time spent on the website", or "bid in an auction". So here …

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A few years ago, there was a lot of buzz around JAX, with some enthusiasts going as far as saying it would disrupt PyTorch. Every now and then, some big AI lab would release stuff in JAX or a PyTorch dev would write a post about it, and some insightful and inspired discourse would ensue with big prospects. However, chatter …

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