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lab2/Part2_Debiasing.ipynb

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"source": [
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"The equations for both of these losses are provided below.\r\n",
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"\r\n",
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"$$L_{KL}(\\mu, \\sigma) = \\frac{1}{2}\\sum\\limits_{j=0}^{k-1}\\small{(\\sigma_j + \\mu_j^2 - 1 - \\log{\\sigma_j})}$$\r\n",
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"$$L_{KL}(\\mu, \\sigma) = \\frac{1}{2}$$\r\n",
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"\r\n",
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"<!-- $$L_{KL}(\\mu, \\sigma) = \\frac{1}{2}\\sum\\limits_{j=0}^{k-1}\\small{(\\sigma_j + \\mu_j^2 - 1 - \\log{\\sigma_j})}$$ -->\r\n",
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"\r\n",
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"Thus for the VAE loss we have."
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]

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