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| | wavewatching.net
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| | BACKGROUNDAdiabatic quantum optimization, quantum annealing, and classical annealing all can be formalized as stochastic motion over a "Thouless-Anderson-Palmer ['TAP' for short] free e...
| | fredrikj.net
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| | [AI summary] An author shares a new algorithm and implementation for efficiently calculating large Bell numbers and exploring their mathematical properties in Python's mpmath library.
| | www.jeremykun.com
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| | Last time we defined and gave some examples of rings. Recapping, a ring is a special kind of group with an additional multiplication operation that "plays nicely" with addition. The important thing to remember is that a ring is intended to remind us arithmetic with integers (though not too much: multiplication in a ring need not be commutative). We proved some basic properties, like zero being unique and negation being well-behaved.
| | wtfleming.github.io
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| [AI summary] This post discusses achieving 99.1% accuracy in binary image classification of cats and dogs using an ensemble of ResNet models with PyTorch.