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scramble-experiment.ipynb

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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"This experiment shows that even after the pixels in hand-written digits images are scrambled, they can still be clustered effectively. It also shows that t-SNE takes no information about the translation/rotaional/illumination invariance in a image, which is very different from typical image recognition tasks."
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"This experiment shows that even after the pixels in hand-written digits images are scrambled, they can still be clustered effectively by t-SNE. It means that t-SNE doesn't take information about the translation/rotaional/illumination invariance in an image for clustering, which is very different from typical image recognition tasks. t-SNE itself doesn't have much to do with images, either."
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}
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"source": [
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"# Make sure columns in df_X_scrambled is scrambled\n",
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"# Make sure columns in df_X_scrambled is indeed scrambled\n",
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"nrows, ncols = 2, 5\n",
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"plt.figure(figsize=(6,3))\n",
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"# plt.gray()\n",

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