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Commit df648bd

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Michael Galarnyk
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Updated PCA to have more notation
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.DS_Store

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Machine_Learning_Scratch/.DS_Store

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Machine_Learning_Scratch/.ipynb_checkpoints/PCA Analysis in sklearn behind the scenes-checkpoint.ipynb

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"\n",
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"$sigma = \\frac{1}{K}\\sum_{k=1}^{K}\\left( x^{(k)}-\\bar{x}\\right)\\left( x^{(k)}-\\bar{x}\\right)^{T}.$\n",
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"\n",
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"Some people use k-1 instead of k for [bessels correction](https://en.wikipedia.org/wiki/Bessel%27s_correction)\n",
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"Some people use K-1 instead of K for [bessels correction](https://en.wikipedia.org/wiki/Bessel%27s_correction)\n",
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"\n",
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"where $\\mathbf{\\bar{x}}$ is the mean vector \n",
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"$\\mathbf{\\bar{x}} = \\frac{1}{K}\\sum\\limits_{k=1}^K x^{(k)}.$ \n",

Machine_Learning_Scratch/PCA Analysis in sklearn behind the scenes.ipynb

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Machine_Learning_Scratch/PCA/.ipynb_checkpoints/PCA Analysis from Scratch-checkpoint.ipynb

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Machine_Learning_Scratch/PCA/PCA Analysis from Scratch.ipynb

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