Add Linear Neuron Boosting to contrib#1713
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Hello, this is an implementation of https://arxiv.org/abs/2502.01131 which basically is a trick to do full-matrix batch normalization, post-norm, outside the network, that also works for convolutions.
It wasn't immediately apparent to me how to use with the existing test suite, so I added a self contained notebook demonstrating how to use it with Equinox.