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explicitly passing CROSS_ENTROPY to trainer in self-organizing map example#305

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dscripps wants to merge 1 commit intocazala:gh-pagesfrom
dscripps:hopfield-gh-pages-fix
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explicitly passing CROSS_ENTROPY to trainer in self-organizing map example#305
dscripps wants to merge 1 commit intocazala:gh-pagesfrom
dscripps:hopfield-gh-pages-fix

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In the master branch version of the Hopfield network, the default cost is MSE, but it is CROSS_ENTROPY in the gh-pages branch.. The example cannot work as-is in the master branch version of the library without passing the CROSS_ENTROPY cost function. I added it to the example to make that more obvious.

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