added note about WGAN
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@ -360,7 +360,7 @@
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" h = self.conv2d(h)\r\n",
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" h = self.conv2d(h)\r\n",
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" return h\r\n",
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" return h\r\n",
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"```\r\n",
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"```\r\n",
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"Once our discriminator performs inference on some samples the generated integers are then used in the WGAN formulation:\r\n",
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"Once our discriminator performs inference on some samples the generated integers are then used in the WGAN formulation (you'll learn more about this next week!):\r\n",
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"\r\n",
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"\r\n",
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"$$\\operatorname*{argmax}_D \\operatorname*{argmin}_G\\mathbb{E}_{x\\sim \\mathbb{P}_r}[D(x)]-\\mathbb{E}_{z\\sim p(z)}[D(G(z))]$$\r\n",
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"$$\\operatorname*{argmax}_D \\operatorname*{argmin}_G\\mathbb{E}_{x\\sim \\mathbb{P}_r}[D(x)]-\\mathbb{E}_{z\\sim p(z)}[D(G(z))]$$\r\n",
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"\r\n",
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"\r\n",
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