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Commit def3a70

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Small reference on KL-divergence
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‎.gitignore

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‎InformationTheoryOptimization.ipynb

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"or equivalently\n",
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" D_{KL}(x\\|y) = \\sum_{i\\in I} p(x_i) log\\left(\\frac{p(x_i)}{p(y_i)}\\right)\n",
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"$$\n",
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"For another super intuitive (but limited) introduction to KL-divergence and some of its basic properties, checkout [this short blog post](https://towardsdatascience.com/understanding-kl-divergence-intuitively-a4e876f9a532)"
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