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| | bartoszmilewski.com
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| | Introduction Neural networks are an example of composable systems, so it's no surprise that they can be modeled in category theory, which is the ultimate science of composition. Moreover, the categorical ideas behind neural networks can be immediately implemented and tested in a programming language. In this post I will present the Haskell implementation of...
| | degoes.net
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| | Functional programming has a bit of jargon, but that doesn't have to stop you from understanding core concepts
| | danilafe.com
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| | In this post, I discuss Chapel's runtime types as a limited alternative to dependent types.
| | fa.bianp.net
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| A naive implementation of the logistic regression loss can results in numerical indeterminacy even for moderate values. This post takes a closer look into the source of these instabilities and discusses more robust Python implementations. hljs.initHighlightingOnLoad(); MathJax.Hub.Config({ extensions: ["tex2jax.js"], jax: ["input/TeX", "output/HTML-CSS"], tex2jax: { inlineMath ...