diff --git a/ch05_clustering/Concept01_clustering.ipynb b/ch05_clustering/Concept01_clustering.ipynb index f427741..609dced 100644 --- a/ch05_clustering/Concept01_clustering.ipynb +++ b/ch05_clustering/Concept01_clustering.ipynb @@ -45,7 +45,9 @@ "%matplotlib inline\n", "import tensorflow as tf\n", "import numpy as np\n", - "from bregman.suite import *" + "from bregman.suite import *\n", + "\n", + "#sorry for bothering you I am trying to learn how to use GitHup.Best of luck in your work!" ] }, { @@ -286,7 +288,7 @@ }, { "data": { - "image/png": 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llhXNqlg0rDFv9seiG2s/99xzuWX3339/blnR7JujRo3KLSsazjkAbtZtZlV8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\nA8n1UAt/SamFAAAAAElFTkSuQmCC\n", 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", 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v/HwkML6WikTEbRFxeESMJ31J7QV0Xc00AXisLO8JteSblQbu0nOYQDrfUuWvS+v4akSc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\nB3kzswL7X0UqhEbhhh4VAAAAAElFTkSuQmCC\n", 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", 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ZokUzPovyabZPvd6M0qJtzc7sLKpT0Wei2RmlRfnXey0Gy4xSSV8Bno+I71ak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\nIoS9EgAAAABJRU5ErkJggg==\n", 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", 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qVN+rnA/whz/8IX2Amv2uzKusR/mqp7f8Rtu0Ut5Q9Qb2VurbaH6zuixdurTv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\n", 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u6STSafT7i3ljgBnAF4BNImJDUjqld38DXTh9iBRwSlvRPzi1qnZfk0hnNgvqr95YRNwE/C8pRdBo3w/l6Wcojrek8ngP5GFSSqy0VYt1XExKk6xLSlPV276s5wPAMRHxsvzaMCLGRcS1edl2jYpqcX6/40D//3f1PEP6/1jrKxGxe361vbutWTu1GtjPB/6elLtslIZB0sG5Jweki1ovkS5OAcwGjpQ0Krd4phabjiO1jBZJehkwvZVKSfoH0kW5t0XEC8WiMfn1WEQsy+u9qVi+ANhI0voNdv0j4GBJb5A0WtKJwHOkC4yDdSHwUUmTc874NOCiaKFHkaR9Jf2rpE3y+5eTfjB763EhcIqkjSVtDHya9CMM6eLf30l6paS1SLn0VnsC/QrYWdJbJa0h6TianGFIOkXSnpLWzGUdT7roelex2scljc8plmNZfi3k/wEnS9o572sDSf+Sl/0SmCjpWEljJI2TNCUvWwBMbuGsbjYp9TVa0p7Av9Qsr93+BdL/3RU+5gDlmK0yWgrsEXEfcDWp5fOLJqvuAFwm6WngKtJFwivysuNIQelJUn71p8V2Z+V9P5bL+XVtFRqUdxgpvTJH0tP5Jp//yq3G40jpgCeAI4CfF5/nLlJQ/GtOAfRrxUXEXNLZyddIaaiDgbcUOdvBdJU8jxRsrySlFZaQAttAnw1gIemY3SZpEem4/ISU8oLUA+RG4E+kQH4j+QJoRNwNfAb4HTCXlCtuSc7Xvx04k/SdbEf6PhtuQupl8yiph84BwMH5mkKvnwM3kS4IzyQdFyLiZ6S8+kU5Dfcn4MC8bDGpd84hpLTRXNI1B0jpHgGPS7qxqEetT5PO6J4g/bh9v07dW3n/H5JmS/q2pA3qHgWzVYRS+ths+EhaBmwfEX/tdl1akW8AmxkRr8zvNyGd/YWkzwGbRcT762wX/nuqvnSSONTveWVvoRERMeDZ4+iBVjAb6WquKX2LdMZR1/Tp0/ume3p66OnpGbZ62UgwK78Gp+0t9pw/P4uU5vlORJzZ1gJstSNpKbDDatRin0xqse+a30/svddB0kdJF/mPrLOdW+wjwOrQYm9rYM99s+eScqwPATcAR0TEnW0rxGwYSfoBKY+/EekC7TTgDaQ+/stIdxAfExEr9GpyYB8ZVofA3u5UzBTSrfH3AUi6CDgUcGC31UK9ljjpwrDZaqPdgX0L+t8gMo8U7PuR5GaNDatWWjVmVdW1i6c77rgjO+20E1tvvTVTpkzhNa95Deutt17f8rFjx/ZNr7HGGv22feGF5V3Wly5dPtDhWmut1XCb0umnn84nP/lJRo1a3tuzWXfo8vR6sKfa5frLlqWu62eccQYnnXRSv/XK+pb1alReqzfl1q532mmn8alPfarl7evp/Ry9Xnpp+Z37Dz30UN/04sWL+6Y32WQTzjrrLI4//njWX7/+7QPl52723ZTL1l13XWbNmsWsWbP65p166qktfhKzamp3YH+Q/ncsbpnnrWD8+PFMnjyZo446CoCFCxc2/IOv/cMePXr0gNPlH38pIpDEqFGj+u230fr1tq833ShQ1ltH0go/PGX5zX6UVoakumWXWvnhqj1W5TZPP7383p5nn322X9m9/5bfU2396pVRW17tsa7tfeLAbiNduwP7Q8B+kuaS7uAbT7rBxMzMOqTdzzx9gTTORpAGU1qLBpeAt9hii3qzO+L1r+/uKKzdLH+//VoeNLPt9t57766VbTaSDOudp5J+RnpQwe9q5seee+4JwBFHHNE3/5BDDumbXnfd5UOPjxkzhlKjtEWjFEOZhy9P41vZtlaZX24lLVNOl/Wo3aaVurSSF6/9PhvVZbDXDZqtv2jRor7pv/xl+YOTymO1zTbLxwMrv9tWvo9m3015LabcZzcunrq748iwOnR3bHeLfXnx6SaP3YDrhqsMs1ZJavagELNKGZZeMXkUwxnAcXkgpxU8+GC6pnrxxRez3Xbbsf32jR68Y9Zcba+YBs4hPb3JrPLaHtiVHh83g/RcyZ83Wq83x/7mN7+53VWwEaa3V8w111zD1VdfDYCkE4pV1geGp6uR2SpoOFrs55EeTHy0pAMi4pB6K/X2fb7gggv65j366PKxlqZMWX5f0/jx5YN4YKONNuqbHjdu+YOLym50ZV62zHuuueaadddv1qWu7Df//PPPr/AZavdbXhNolNeuLbNRP/YyT11ON9q2Ng/fKC+/cOHCvukFC+o/86PMhZfHqvZaQdl3fe7cuX3Tm222Wd/0xIkDP+ej/Bxl7ry8PwEaf6YXXnih7Du/XrFoESuOw25WWW0N7DmPeRRp7Oy1gW0lHegnzlgnTJ06lalTpzJ9+nQiwp3ZbcRqa2CPiKvyWNbfJT3w4QQHdesGSd8EJlP8H4+I/btWIbMOGo5UzFeBjwNNnzJz+OGHAzBz5vKhrc88s/4Iv7WpmPK0fvPNlz+7uUzRlNOveMUr+qYnTFj+hLc5c+b0TZfpBOh/+v/kk0/2Td9777190y+++GLfdJl2WHvttevWfccdd2z4Oe66a/lT5ObNW/5o1fK2/DIVU9Zvgw2WH+pyWAbonxYq6/XUU0/1TV9++eV1yy7TXOuss/yxobWpmDI9td12yx9RWt4NWtarTLk89thjfdObbLJJ33R5PGu//3L7sl41bgG+DSxttIJZVbU7FXMwsCAiZkvqwc+JtC6JiG90uw5m3dLuFvu+wCGSDiLl2NeTdH5EvLt2xcsuuwyA+++/nw022KBfq9NsMOp1d5T0IdJzdftOJyLiic7WzKw7huMJShuQToGnABsCb4yI62rWiZtvvhnof6fiVVctf15yeTdjrbL3zPz58/umn3hi+d/tc8891zdd9rAoe3c0GrAK+qcwXvayl/VNl+mCsndGWacydVNvIKxeZa+Tsr5lL5yyHo0GSStTIbXKMjfddNO+6TJNUqanHnnkkb7p8nM0GlET+h/fnXfeuW96r7326psuU2NlSqk8PmXKpZwuU0i1n6neMcnL762ZHRGx7Qort5HvPB0ZVoc7T4cjx3428Gvga6RxY+Y0X92s/SJim4HXMqumdufY1wdeHxHvybOuaOf+zVolaYX0X0Sc3426mHVau1vs2wCPSfou8CrgRtKwAs/Wrtjbs2GnnXbqmzd58uS+6TJNUXuDSnljUHkqX06XvTvK3i/ljTnbbrv8zLzsOQP9bzgqe16UPUXK0+5nnnmmb7pMW5S9Pm666aZ+ZZSpox122KFvukxnlGWXKYkynbFkyZK+6bKnTm0dy7ROmVIq0x7lfst9lfNbvQmqvImq/A7LdFgrA6ENNB57A715oLGkZ/DeDDiw24jQ7kHARpPG4/h6ROwOLAFOar6JWftFxEfy6wOk/5PjBtrGrCra3WKfBzwQETfm9zOAT9Rb8RvfWN4bbc899+x3oc1sMFoYBOwZ0tmk2YgwHL1irgA+EBFzJU0D1omIT9SsE5deeikAkyZN6ptfnq6XaYcyLdKqMo1Q9jgpUwplb47aG10GO/Z5o+myB0mZrqldVpZf1quV57I2Gyu90XjsrXy+Vsaer1Wmhcrp8jOVabah1LU8JvVuUMrr9975tgbwCuBHETGsZ4/uFTMyjNReMdcDs5U+/aN4qFTrji/nf18C7ouIec1WNquStubYJW0O/DMwPiLWBq4BDmpnGWYtupM0wuOGpEc2mo0Yw9FiXwNYV9IyYB3SA65X0NtzpEy/NOo50UyjU/ayB0i5r3KdZmmOVtIerdSjnC571NQuazb07kBaTbE0+rytPOKvUXm125QpsLKXUqNhlBvVvazrEHvFXA/MIp37niPp4xExo5UNzVZ37R7d8SFJXwbuJ/WIuSQiLmtnGWYt2isiHgGQtAlwGelivlnltfsGpfHAocAk4ClghqQjI+IHtet+//vfB9Jt7nvvvTevfe1r21kVG0Hq9YrpDerZ4wzj833NVjVt7RUj6V+AN+e+w0h6F/CaiPhwzXrxq1/9CoBddtmlb36Zimn0FKI6ZdadLj9Xo5trhnK632rvkHrr1I6xMthUzGBTNLUGm4pp9bOWy8obwMrxfso0VDngWyvfR7PvpuxtU7P8EuDCPOtw4E+1vbPazb1iRobK9oqR9B3gH0lD9L4yz9uQNDbMqyVNJj2K7ADghnr76P3jLrs1Nnq0XTONuuS1kktvFigb/YG28ofbaL+1n2mw3Q9byX8PZfvy+LQS2MtjXqv88SoHJyu/58Hm1Vv90f3LX/5SPubvXOB1efoa4PsNK21WMUM9Pf0uUPsU6pOA/wU+TxpO4G7Sz9M3h1w7s0E4/vjj+0Z7jIj/jYgTIuIE0vC9Z3W1cmYdNKQWe0T8MT8Cr3QoMDUiFkg6F5gVEUevdA3NWrRgwQJ23XXXFeZHxG35LNJsRGjnxdNNI2IBQETMl7Rps5V7c6PlqXujLo6tdkVstE4rKY9mZbSSax5s98hm9Wql+2Gj9Emr9RrsMWw2v1GaplEKrPzOG3WDbDWnXyrz+3Ws3WyhWZUMRz/2Xk2T0eeeey6QHpSwzz77sM8++wxjVazKenvFjB07lre85S0rLJf0r8BNK25pVk3t7AK2QNIEAEkTgUearbzHHntwzDHHcOKJJ3Y8qF955ZUdLW9VKr+bZV977bXDst+enh6mT5/OZZddxuOPPw6ApC/n1xXA+4HjhqVws1XQygR20f9h1b8A3pOnjwZ+3mzja6+9doVBsZYtW9b3ioi+l6R+r1bWGzVqVN+rnA/whz/8IX2Amv2uzKusR/mqp7f8Rtu0Ut5Q9Qb2VurbaH6zuixdurTvVW4/atQorrvuun7fy6hRo/qtU36vzV6N6jVhwgSuvvrq3rf35tepEfHaiJiP2Qgx1O6OPwB6gI0k3Q9MA84AfizpfcB9wGHtqqTZYEXEOd2ug1m3DLVXzJENFv39StTFrOua3KPxQ9Id1fcCh0XEU12rpNkA2j4ee0uFSr49z4ZVK3fn1SPpdcBi4PwisJ8JPB4RX5D0CWDDemO7+87TkWF1uPO0K4HdbFWW79GYWQT2O1l+j8ZE0j0aL6+znQP7CLA6BHYPjGQ2sH73aABN79Ew6zYHdrPBc7PcVmnDeYNSQ5IOJI3dMQr4TkScOYxlde1imKQtgfOBCcAy4FsR8X87Ub6ktYArgTGk73lGRJyab62/CHgZ6aadd0XES+0su6jDKOBGYF5EHNLJsttsgaQJRSqm4T0a06dP75vu6emhp6dn+GtnFTYrvwan4zn2/Mc+lzTy40Ok0R+PiIg7h6m8IV8Ma0PZE4GJETFb0jhSMDsUeG+Hyl8nIpZIWgO4inSTzgmkIP9jSd8AZkfEue0uO5f/UWAPYP0c2H/YqbJXRv4BmhkRu+b3ZwJPRMSZvnhqzrHXNwW4OyLui4gXSS24Q4ersIj4I/BkzexDge/l6e8Bbx2msudHxOw8vRiYA2zZwfKX5Mm1SK32AN4A/KQo+23DUXY+WzkI+HYxe/9OlL0y8j0aVwM7Srpf0ntJ92i8UdJdpAbJGd2so9lAupGK2QJ4oHg/jxTsO2lQA5a1Q24F7gZcC0zoRPn57OgmYDvg68A9wMKI6B2pax6w+XCUDXwV+DiwQa7LRsCTHSp7yHyPhlWBL54mw3r+nNMwM4Djcsu9trxhKT8ilkXEq0lnCVOAFbroDQdJB5Ouacym/7ATK/cIKDNrSTda7A8CWxfvt8zzOqnli2ErS9JoUlC/ICJ6x8/pWPkAEbFI0izgtcB4SaNyy3m4jv2+wCGSDiINl7secDawQQfKNhvxutFivwHYXtIkSWOAI0gDiA2nlRqwbCWdB9wREWd3snxJG0vqTYOsDbwRuAP4PfD24Sw7Ik6OiK0jYlvS93t5RLyzE2WbWfeGFDiQ1ILr7e44bBejygHLgAWkAct+BvwY2Io8YFlENH1KwxDL3pfU5fA2UrolgJOB64EfDWf5knYlXaAclV8/jIjTJG1DumC9IXAL8M58EXtYSJoKfCz3iulo2Z3mXjEjw+rQK8ZDCpi1iQP7yLADiy6/AAAIVElEQVQ6BHZfPDUzqxgHdjOzinFgNzOrGAd2M7OKcWA3M6sYB3Yzs4pxYDczqxgHdjOzinFgNzOrGAd2M7OKcWA3M6sYB3Yzs4pxYDczqxgHdjOzinFgNzOrGAd2M7OKcWA3M6sYB3Yzs4pxYDczqxgHdjOzinFgNzOrGAd2M7OKcWA3M6sYB3Yzs4pxYDczqxgHdjOzinFgNzOrGAd2M7OKcWA3M6sYB3Yzs4pxYDczq5jR3a6A2epC0r3AU8Ay4MWImNLdGpnV58Bu1rplQE9EPNntipg141SMWeuE/2ZsNeD/pGatC+BiSTdI+kC3K2PWiFMxZq3bNyIelrQJcKmkORHxx3KF6dOn90339PTQ09PT2RpaxczKr8FRRLS7JmaVJ2ka8HREfKWYF/57qj5JpJO3IW29Etum7SNCA63lVIxZCyStI2lcnl4XeBNwe3drZVafUzFmrZkA/FRSkP5uvh8Rl3S5TmZ1ORVj1iZOxYwMTsWYmVnHObCbmVWMA7uZWcU4sJuZVYwDu5lZxTiwm5lVjAO7mVnFOLCbmVWMA7uZWcU4sJuZVYwDu5lZxTiwm5lVjAO7mVnFOLCbmVWMA7uZWcU4sJuZVYwDu5lZxTiwm5lVjAO7mVnFOLCbmVWMA7uZWcWM7nYFzKrkwx8+YUjbjRu3LtOnf4qxY8e2uUY2Eikiul0Hs0qQFPDlIW07duyXueqqmey+++5trlV1TZw4mQUL7hvSthMmTGL+/HuHtK0kYKhxc2W2TdtHhAZayy12s7YaWot9zJj/aXM9qi8F9aEFyQULBoyNqzXn2M3MKsaB3cysYhzYzcwqxoHdzKxiHNjNzCrGgd3MrGIc2M3MKsaB3cysYhzYzcwqxoHdzKxiHNjNzCrGgd2sRZIOlHSnpLmSPtHt+pg14sBu1gJJo4CvAW8G/g54h6SXd7dWy82aNWtElWvNObCbtWYKcHdE3BcRLwIXAYd2uU59HNit5MBu1potgAeK9/PyPLNVjsdjN2uj9dd/y5C2e+65e1hzzTXbXBsbqfwEJbMWSNobmB4RB+b3JwEREWcW6/iPyYZdK09QcmA3a4GkNYC7gAOAh4HrgXdExJyuVsysDqdizFoQEUslfRi4hHRt6jsO6raqcovdzKxi3CvGrA26dfOSpO9IWiDpT50qM5e7paTLJf1Z0m2Sju1QuWtJuk7SLbncaZ0ot6YOoyTdLOkXHSzzXkm35s99/YDru8VutnLyzUtzSfn3h4AbgCMi4s4OlP06YDFwfkS8crjLK8qdCEyMiNmSxgE3AYd26DOvExFL8nWPq4BjI2LAYNfG8j8K7AGsHxGHdKjMvwJ7RMSTrazvFrvZyuvazUsR8UegpT/2Npc7PyJm5+nFwBw61K8/IpbkybVI1wk71jqVtCVwEPDtTpXZWzSDiNcO7GYrb0TfvCRpMrAbcF2Hyhsl6RZgPnBpRNzQiXKzrwIfp4M/JlkAF0u6QdIHBlrZgd3MhiynYWYAx+WW+7CLiGUR8WpgS+A1knbuRLmSDgYW5DMV5Ven7BsRe5LOFv4jp+AacmA3W3kPAlsX77fM8ypN0mhSUL8gIn7e6fIjYhHwe+DADhW5L3BIzndfCLxB0vmdKDgiHs7/Pgr8lJT+a8iB3Wzl3QBsL2mSpDHAEUDHekzQ+dZjr/OAOyLi7E4VKGljSRvk6bWBNwLDfsEWICJOjoitI2Jb0nd8eUS8e7jLlbROPjNC0rrAm4Dbm23jwG62kiJiKdB789KfgYs6dfOSpB8AVwM7Srpf0ns7VO6+wFHA/rkL3s2SOtFy3gz4vaTZpJz+xRHx6w6U200TgD/m6wrXAjMj4pJmG7i7o5lZxbjFbmZWMQ7sZmYV48BuZlYxDuxmZhXjwG5mVjEO7GZmFePAbjaCSVpW3j0paQ1Jjw51SFpJ35T08iFsN1XSzAbzl+Xb+XvnzZS03wD7O07S2MHWoyoc2M1GtmeAXSStld+/kf4Dmg1KRHxwJYbubXRTzTzgU4Pc1/HAOkOsx2rPgd3Mfg30tojfQRoHBQBJ0ySdULy/TdLW+Tb3X+a7Tv8k6e15+e8l7Z6nD5R0U17n0jxvL0lX5/l/lLRDC/W7FXhK0gG1CyQdkO96vVXStyWNkfQRYHPSHaq/y+u9KZd7o6QfSqp00HdgNxvZgjR+/Dtyq/2VNB9+t7dVfSDwYES8Oj/g47flSpI2Br4JvC2PxPj2vGgO8LqI2AOYBpzeYh1PAz5dU8ZawHeBt0fEq4A1gX+LiHNIDzzpiYgDJG1EavEfkEdIvAn4WAvlrrYc2M1GuIi4HZhMaq3/iuYDivUuuw14o6TTJb0uIp6uWW9v4IqIuD+XsTDPHw/MkHQbaWzzlobczQ8UiTxGTa+dgL9GxD35/feAMvfeW9e9czlX5fFW3k3/0TgrZ3S3K2Bmq4RfAF8EeoCNi/kv0b8BOBYgIu7OKZeDgM9JuiwiPlezz3o/EJ8ljYr4T5ImkYbdbdXngVOAFwcoo5aASyLiqEGUtVpzi91sZOsNjOcBp0bEn2uW3wv05sx3B7bJ05sBz0bED0g/CLvXbHct8PocvJG0YZ6/PsvHqh/USJQRcSmwISldBHAXMEnStvn9u4BZeXpRLqu3LvtK2i7XZZ0Wc/urLQd2s5EtACLiwYj4Wp3lPwE2yqmTD5GCKcCuwPU5tfGfpJZ4ub/HgA8CP83rXJSXfxE4Q9JNDC3+nAZslct4nvTjMEPSrcBS4Ny83reA30r6Xa7Le4EL83pXk9I4leVhe83MKsYtdjOzinFgNzOrGAd2M7OKcWA3M6sYB3Yzs4pxYDczqxgHdjOzinFgNzOrmP8PBas7qbcwUKsAAAAASUVORK5CYII=", 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86EXjYF61F1t6imXulOq8JKVHWAbqSj3VNg52rBrXNZuPvOyj9Dirl+g1zrzY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\nrEYc1M3MasRB3cysRhzUzcx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", 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