Slide 5
Slide 5 text
Supervised vs Unsupervised Learning
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Un-supervised learning:
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Clustering AABE9XictVzdchPJFW42fxvyx2YvczMbLyk2RYhxyE/VVqoWLDBevGCQbNjFQGmksRCMNEIjyYDWj5LKTSqVXOUR8hx5gFQlV3mFnJ/u6R6pZ06PQ5iy3dPT3zmnz3SfPud0D/EkHeazzc1/nHvvG9/81re/8/53z3/v+z/44Y8ufPDjwzybT3vJQS9Ls+mjuJsn6XCcHMyGszR5NJkm3VGcJg/jl9v4/OEimebDbNyZvZkkT0bdwXh4POx1Z1D17MKHO8k4mcLNIolGWR/pDJ5d2Ni8skn/ovXCVV3YUPrffvbBR/9UR6qvMtVTczVSiRqrGZRT1VU5XI/VVbWpJlD3RC2hbgqlIT1P1Kk6D9g5tEqgRRdqX8LvAdw91rVjuEeaOaF7wCWFnykgI3URMBm0m0IZuUX0fE6UsbaK9pJoomxv4G+saY2gdqaeQ62EMy1DcdiXmTpWv6M+DKFPE6rB3vU0lTlpBSWPnF7NgMIE6rDch+dTKPcIafQcESanvqNuu/T8X9QSa/G+p9vO1b9JyotwRaqte58VFLpqQfQjeptzeMbypMB5ABQS3UcsnZCuR9T7MbRfQv1duE6pZHQSw7Wk2tNa5DZcPuS2iNyBy4fcEZF7cPmQeyJyHy4fcl8jETslnfvxbbh8+LbI+T5cPuR9EfkALh/ygYg8hMuHPBSRX8HlQ34lIm/B5UPeEpF34PIh74jIDlw+ZEdEHsDlQx6IyJtw+ZA3NbJ6pk7hyojOUJiV16Fc5oGWIoWa66J8N8g6+rA3AuZ0rwIrz+oW/PVjWwE6TSqwNwPG3XEFVh55O2Aj/VjZFt2m1cSHvS1id2EE+LG7IvZz9aIC+3nATHtZgZXn2h6082Nl6/sF3PmxX4jYu1DyY+U16h7U+LH3AlaMSQV2X8TeV68qsCFWf1qBle1+G+yKHyuvUx1o78eGWNN5BVa2p4fgwfix8mr1EGr92Ici9pF6XYF9JGK/BOvux34ZsMK+rcCaNfY8rSAD8kcSmLF11LrFrMTSBKh1Bf5psbak5BvHUC9hBgVmQJiRiNgpEDuBiL0CsRcsV17Y0Zz8XZlLu0C0AxFxsTZhaSa27xftsZQGIFoForWCqPNI8V2bvizIuzA1EnJWrFxYCulTVthvLCV6PNRbXoO4V0Lw2H5OI/8yRUsYQaGm6qg9L9Z4RkZ0X4c4oejN9NLwkHGzwiq4qNciKvagYhH1xoN6I6LmHtRcRC08qIWIsjPfxR0FjACrf3wXS7rjEcA+cvUVgVdwHVad2zBHIxg/++AFPqCae/C3TbG3dNVJhtE8rpOY5XhSssRTKC3VBtTbqLBF8XVKMywBybjlPR3j4x3mNpZ6zrEVPi1W8qjImITTGZI8g4IOeosRzadmdO5QzSl5d1xqhr9dzHtTaoa/SRo/JS+eS83wMy397AyydzS2cwZsG2bTRGvflpvS4PwL0zDl87TqosXFtzrSYwbpvW5If1e/md0zvJdtKrF+bLkZjdzpX17qXxMaVs+5o+dmVNB7Yq/XlKLGPRnruNeWm8qQ0So61nLYu6ZvBtv09Zsx5WY09sHj2qaYe+mUm47eSdEbW25G41Bx3vOUPHlTbkZjQPesD1tuRgOzLV0d59tyU8uOGuDY2ZabWvUxZYExB8RjnmusVzQlP2muqQ3JP6jP1rg+//o6hjmbp0WMUE/J+rbVdOJiLauXyPgLCVi1WUM50L+YOz5YmcZSbYnxFcswK63v63TsGo+a3wMtRjD7eQ9AypmnIKHJSaD1ToHiVTHqKvfM4LZEHI6S4xXUka6did6i5ctZo3LdM6qV4jLbW6vHI7LXOY29CfmEe6RZSQ97lW+4iqKkob2ShmR6TXT3Vs/XsvY3RdxkBTEpRlqPdoR4J60+TvVpve3o+KLe5ZnBxXs+dvxitvlYWxuMeTKyRShLHU+3nckjuXW4rl5WNsfNzyJ6o2ivFmQ1hrQjlYtRqMkWsze+pHtL+4D25JAH0+jBe4w0lYniXTPMomM+PSKL6tpbiTfqy2TouJyT1TX2uB49cNADD7p5jLMNK8ZdKHUgZjiAu05AlHO+0FVGGp+qXxS7oxm9wfqIPi1ZSEOD7U1SspB1UfbzEpUTQONo4Cg9nMYqHYM/WqMkR/0+eWzsWrb8F2nn1uxvd2mMV4/m6kxMn7huEdeIZg3v6vLdKgeWYOl9skX+a30vkV8TjmhDJa5PHc6slzHt+CcUwU7IM05ptkmzo9zazU+tPjGc9pXZO8fd7IwsZET2L4L1KaMxGdGPe3bA7KCzRUjJRobYnWHh3fh8naE4xqwfN1R8qsGOt4Rs2Zz4G7ru7MppLHLEwOvA6crYNjrZI18wIa5Tbd3t3K5ffRBpz0m4o4Qp2rFyifh/Qr/NjxknG2sjAjWMbyDXts73PjKKWVBHXVrl622QaetK+XEhw1MttV3/rEwflyRrUcSF8uBq3QfOPbpnXjhKpiR3vtaG19G6bC5SnqzoEXt7TFE82/2BXoFR7su0Sm7QnDuiUTKAUTArogjTVsoir/Kt51WmHkY7/79Qt7ouaw0pRspmcFlDUn4/oWjNlTKFUc3j9yXNJr/Wpyut6vmMaSyOnLn8NdR+BL+N3OY+jE5csgo3aAwwBXtnNcI10VqLMF43SrzMyDS07L3lZ8ekaeXWnCW+ZutmY+xFYyr7NGpe66yFKZ+FxguHxotAHXZor9Fq0dQbS/RMjC06ercylF8Tbp0GlOciZdkjM6hhgJRuLBVGtS9SlWN8g3or0toUaXVhtrq7Ae6cD0H65/rq7P66WN0jdYt8mx55YBy/9GmWDsnnMrX1kRpTQM7XtH11Z/8R1SD3mCwoUuZznDhjeNepR9dpIenP9MqWkZ23FsGcWzrRbYyNPaLyr9aQI5oTOc1Lg7hGLRItvytHtGKRrjg+R0SZ/y75VOx31MfMbmv7TqKSP2HjTZ5VlhdHCmPSv5R5212LXned+DWimHCuvesYaDV/w0iBMSaT4Pcsc3pDuMrxTgJ7tDHZz3U7xbt4Y0eiKyT1Uv0+wMZw1GvHuju2TI9N334OLVHr9q37Wsj80mCOEr+z7Oh1aVUbaR91uXJ/NlpdvcqV7+v0MF/ha/UxpzZuZGGjvDLmSH0azIUlasaFMSFcmvWiifzNJG8iM+9OhVI2rQ3lcqaBbcxzipekc6CI8Hl3l7ze3CdCP+I1ejFhXWpcI1HCbFym8wOupcWsVLQSIbn10pqUOutR1XphebirhrXjbCkTsoKpknI33Nrtw1EpWpGzMUyhp/hkb1Wc6NL8FC78HSlflGg4huQQ2+DnXlfb6uY7OBXxSpc5sxlRDdqE/koM3tX9LLeo19Erh7pLP4RDOI8h6FqSfkgralPZmbIsuUs9nP4JWYOpSkTpbcvmfXC5yD1Z59SkP0OycHJvhsp8k9O0L4ZDSE/KXML58P6G1ItjZb5tatYHQ13uQZlDEx7mPEPYO7etm/NyOdXra51LKA9eB8zOi8HhDmB1zGLbhVioqfNG3j0HtA7HNdTNavG/9sPwsZya8wrlltM3Zy8C3jq3S3RmFv3i5nPGcgsZzdUcw3lmRe+s1+Tnx/5f1OhNZU5v3j199EvtGDC8lorzobJ0jHdHkZU3lAruD/hkyNR/1N/PyV8lvCpoVMnRhJLZr6imZlrI1MyXl77emWchMlk6VTKVqdl4ok0nY7fVrroFP9uFB9j0lCh/U8l/Eev/jrYPtcdkPUw2nTMIR1SXUBbE7qb16d6eo62SGM/08hnfDtTgnvge1eJ537vUHs/8dkp9q/6ShOf6FypT/VJksrrLZ+dVDD0o78BxLsh87xvRmXrOZvEJtFHAHiOfo+JIyXz9vCREn+LCVUmXhDCjpY5y7KUc05mkpIJ2XOpbj0b4RO/0474Dns/vFtmlSP2S6rp6dcCVWpJq3yPVY8oMxKT/TYjQfq0uw9/LuuyXdH9N0pzeQVmi186z+pNgp95xYb9mvEh5MJOpW+h2GUX1dvewPhPbquTCJ97r8YMa/MCRsk1v6yXF3VNVnzuc19Cca5nc/dyxMnlP1gNGs91ifNTHz4saXouA/t+pRN9xJN0BWWLKtke0nzcleqnWzU2Sns9V1udtb9dIa77aZJr2ZKUdB+aMZP2eQKrHXfXs53OQUq4mqaDjznU+kSmdFhl6KcnzcxJwGqIb0Fu5ryE9lajMRUnmAV8iLwJkWQTQORakORYpDERJtH14dmHj6ur/9bFeONy6cvU3V67d39r47Ib+f0DeVz9RP1WXYO37rfoMxv++OgBOb9Qf1V/UX1snrT+0/tT6Mzd975zGfKhK/1p/+y9pN0fB
Generative modeling
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
Dimensionality reduction
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
Supervised learning:
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
Regression
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
?
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
=)
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
Classification
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
?
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
=)
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
y = +1
AABE83ictVzbchTJES3WtzW+LNiPfum1FgfrYLGE8SViYyMWNEJomQXBjAS7DBDTM61hoDU9zE3ArL7E4ReHw37yN/g7/AGOsJ/8C85LVVf1THVntYzpkFRdXSczK7sqKzOrmnicDqezzc1/nHvvW9/+zne/9/73z//ghz/68QcXLv7kcJrNJ73koJel2eRR3J0m6XCUHMyGszR5NJ4k3eM4TR7GL7fx+cNFMpkOs1F79macPDnuDkbDo2GvO4OqZxcudojGMk7nyWn05rNPtp5d2Ni8ukn/ovXCli5sKP1vP7v44T9VR/VVpnpqro5VokZqBuVUddUUrsdqS22qMdQ9UUuom0BpSM8TdarOA3YOrRJo0YXal/B7AHePde0I7pHmlNA94JLCzwSQkboEmAzaTaCM3CJ6PifKWFtGe0k0UbY38DfWtI6hdqaeQ62EMy1DcdiXmTpSv6c+DKFPY6rB3vU0lTlpBSWPnF7NgMIY6rDch+cTKPcIafQcEWZKfUfddun5v6gl1uJ9T7edq3+TlJfgilRL9z7LKXTVguhH9Dbn8IzlSYHzACgkuo9YOiFdH1PvR9B+CfV34TqlktFJDNeSak8rkdtw+ZDbInIXLh9yV0Q24fIhmyJyHy4fcl8jETshnfvxLbh8+JbI+T5cPuR9EfkALh/ygYg8hMuHPBSRX8PlQ34tIm/B5UPeEpF34PIh74jINlw+ZFtEHsDlQx6IyB24fMgdjSyfqRO4MqIzFGblDSgXeaClSKHmhijfTbKOPuzNgDndK8HKs7oBf/3YRoBOkxLsTsC4OyrByiNvF2ykHyvbotu0mviwt0XsHowAP3ZPxH6hXpRgvwiYaS9LsPJca0I7P1a2vl/CnR/7pYi9CyU/Vl6j7kGNH3svYMUYl2D3Rex99aoEG2L1JyVY2e63wK74sfI61Yb2fmyINZ2XYGV7eggejB8rr1YPodaPfShiH6nXJdhHIvYrsO5+7FcBK+zbEqxZY8/TCjIgfySBGVtFrZvPSiyNgVpX4J/ma0tKvnEM9RJmkGMGhDkWEbs5YjcQ0cwRzWC5prkdnZK/K3Np5YhWICLO1yYszcT2/bw9ltIARCNHNFYQVR4pvmvTlwV5F6ZGQs7ylQtLIX3KcvuNpUSPh2rLaxD3Cgge289p5F+haAkjKNRUFbXn+RrPyIjuqxAnFL2ZXhoeMm6WWwUX9VpExR5ULKLeeFBvRNTcg5qLqIUHtRBRdua7uE7ACLD6x3expDseAewjl18ReAU3YNW5DXM0gvGzD17gA6q5B39bFHtLV5VkGM3jOolZjicFSzyB0lJtQL2NChsUX6c0wxKQjFve0zE+3mFuY6nnHFvh03wlj/KMSTidIckzyOmgtxjRfKpH5w7VnJJ3x6V6+Nv5vDelevgd0vgpefFcqoefaelnZ5C9rbHtM2BbMJvGWvu2XJcG51+Yhimfp1UXLS6+1WM9ZpDe65r09/Sb2TvDe9mmEuvHluvRmDr9mxb6V4eG1fPU0XM9Kug9sddrSlHtnox03GvLdWXIaBUdaTnsXd03g236+s2Ycj0a++BxbVPMvXTKdUfvOO+NLdejcag473lKnrwp16MxoHvWhy3Xo4HZlq6O8225rmVHDXDsbMt1rfqIssCYA+IxzzXWK5qQnzTX1IbkH1Rna1yff30dw5zN0zxGqKZkfdtyOnG+llVLZPyFBKzarKYc6F/MHR+sSGOpronxFcswK6zv63TsGo+ab4IWI5j9vAcg5cxTkNDkJNB6p0BxS4y6ij0zuGsiDkfJ0Qqqo2tnordo+XLWqFj3jGqluMz21uqxQ/Z6SmNvTD5hkzQr6aFZ+obLKEoaahY0JNOro7u3er4Wtb8p4sYriHE+0nq0I8Q7adVxqk/rLUfHl/Quzwwu3vOx4xezzUfa2mDMk5EtQlmqeLrtTB7JrcN19YqyOW5+FtEbRXu1IKsxpB2pqRiFmmwxe+NLure0D2hPDnkwjR68x0hTGSveNcMsOubTI7Korr2VeKO+TIaOy1OyusYeV6MHDnrgQdePcbZhxbgLpTbEDAdw1w6Ics7nuspI4xP1Sb47mtEbrI7o04KFNDTY3iQFC1kVZT8vUDkBNI4GjtLDaazSMfjOGiU56vfJY2PXouW/RDu3Zn+7S2O8fDSXZ2L6xPUacY1o1vCuLt+tcmAJlt4n18h/re4l8qvDEW2oxPWpw5n1MqId/4Qi2DF5xinNNml2FFu7+anVJ4bTvjJ757ibnZGFjMj+RbA+ZTQmI/pxzw6YHXS2CCnZyBC7M8y9G5+vMxTHmPXjhopPNdjxlpAtmxN/Q9edXVMaixwx8DpwujK2jU6a5AsmxHWirbud29WrDyLtOQl3lDBFO1YuE/+P6bf5MeNkY21EoIbxDUy1rfO9j4xiFtRRl1b5ahtk2rpSfpTL8FRLbdc/K9NHBckaFHGhPLha94Fzj+6ZF46SCck9XWvD62hVNhcpj1f0iL09oiie7f5Ar8Ao9xVaJTdoznVolAxgFMzyKMK0lbLIq3yreRWph9Ge/l+oW10XtYYUI2UzuKwhKb+fULTmSpnCqObx+5Jmk1/rk5VW1XxGNBaPnbn8DdR+CL+N3OY+jE5csAo3aQwwBXtnNcI10VqLMF43C7zMyDS07L3lZ8ekaeXWnCW+ZutmY+xFbSr7NGpe66yFKZ+FxguHxotAHbZpr9Fq0dQbS/RMjC3aercylF8dbu0alOciZdkjM6hhgJRuLBVGtS9SlWN8g3or0toUaXVhtrq7Ae6cD0H65/rq7P4mX90jdYt8mx55YBy/9GmWDsnnMrXVkRpTQM7XtX11Z3+HapB7TBYUKfM5TpwxvOvUo+s0l/QXemXLyM5bi2DOLZ3oNsbGdqj86zXkMc2JKc1Lg7hOLRItvytHtGKRrjo+R0SZ/y75VOx3VMfMbmv7TqKCP2HjTZ5VlhdHCiPSv5R521uLXvec+DWimHCuvesYaNV/w0iBMSaT4Pcsp/SGcJXjnQT2aGOyn+t2infxRo5EV0nqpfoswMZw1GvHuju2TI9N334JLVHr9q37Wsj80mCOEr+z7Oh1aVU71j7qcuX+bLS6epUr3lfpYb7C1+pjTm3cyMJGeUVMR30azIUlqseFMSFc6vWijvz1JK8jM+9OhVI2rQ3lYqaBbcxzipekc6CI8Hl3l73e3MdCP+I1ejFhXWpcI1HCbFym8wOupcWsVLQSIbn10pqUOutR2XphebirhrXjbCkTsoKpknI33NrtQ6cQrcjZGKbQU3yytyxOdGl+Chf+jpQvSjQcQ3KILfBzb6httfMOTkW80mXObEZUgzahvxKDd3U/iy2qdfTKoe7SD+EQzmMIupakH9KKWld2pixL7lIPp39C1mCiElF627J+H1wuck/WOdXpz5AsnNyboTLf5NTti+EQ0pMil3A+vL8h9eJImW+b6vXBUJd7UORQh4c5zxD2zm3r+rxcTtX6WucSyoPXAbPzYnC4A1ges9h2IRZq4ryRd88BrcNRBXWzWvyv/TB8LKf6vEK5TembsxcBb53bJTozi35x/TljuYWM5nKO4TyzvHfWa/LzY/8vqvWmMqc3754++qV2DBheS8X5UFk6xrujyMobSgX3B3wyZOo/6u/n5K8SXuU0yuSoQ8nsV5RTMy1kaubLS1/vzLMQmSydMpmK1Gw80aKTsdtqT92Cn+3cA6x7SpS/qeS/iPV/R9uH2iOyHiabzhmEDtUllAWxu2l9urfnaMskxjO9fMa3DTW4J96kWjzve5fa45nfdqFv5V+S8Fz/UmWqX4hMVnf57LyKoQfFHTjOBZnvfSM6U8/ZLD6Bdhywx8jnqDhSMl8/LwnRp7hwVdIlIcxoqaIceynHdCYpKaEdF/rWoxE+1jv9uO+A5/O7eXYpUr+iuq5eHXCllqTa90j1mDIDMel/EyK036gr8PeKLvsl3V+TdErvoCjRa+dZ9UmwU++4sF8zXqI8mMnULXS7jKJ6u3tYnYltlHLhE+/V+EEFfuBI2aK39ZLi7omqzh3OK2jOtUzufu5Imbwn6wGj2W4+Pqrj50UFr0VA/++Uou84ku6CLDFl2yPaz5sQvVTrZoek53OV1Xnb2xXSmq82maY9WWnHgTkjWb0nkOpxVz77+RyklKtJSui4c51PZEqnRYZeSvL8HAechugG9Fbua0hPJSpzUZJ5wJfIiwBZFgF0jgRpjkQKA1ESbR+eXdjYWv2/PtYLh9eubv326vX71zc+v6n/H5D31c/Uz9VlWPt+pz6H8b+vDoDTifqj+ov6a2Pe+EPjT40/c9P3zmnMT1XhX+Nv/wXQYUaF
y = 1
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
=)
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=)
AABE9XictVzbchTJES3Wl13jG+t99EuvtThYh8wKGV8iNhyxQiOEFgGCGQl2ERBz6RkGWtPD9MwImNWnOPzicNhP/gR/hz/AEfaTf8F5qeqqnqnurJYxHZKqq+tkZmVXZWVmVdMZJ8NsurHxjwvvfevb3/nu+x987+L3f/DDH/340oc/OcrS2aQbH3bTJJ086rSzOBmO4sPpcJrEj8aTuH3SSeKHnZfb+PzhPJ5kw3TUmr4Zx09O2oPRsD/stqdQ9ezSR0dbO+vR7tbd9ag37PdnGdWubVzdoH/RauGaLqwp/e8g/fDjf6pj1VOp6qqZOlGxGqkplBPVVhlcj9U1taHGUPdELaBuAqUhPY/VmboI2Bm0iqFFG2pfwu8B3D3WtSO4R5oZobvAJYGfCSAjdRkwKbSbQBm5RfR8RpSxtoz2gmiibG/gb0fTOoHaqXoOtRLOtAzFYV+mqq9+R30YQp/GVIO962oqM9IKSh45vZoChTHUYbkHzydQ7hLS6DkiTEZ9R9226fm/qCXW4n1Xt52pf5OUl+GKVFP3Ps0ptNWc6Ef0NmfwjOVJgPMAKMS6j1g6JV2fUO9H0H4B9XfhOqOS0UkHrgXVnlUit+HyIbdF5C5cPuSuiNyHy4fcF5EHcPmQBxqJ2Anp3I9vwuXDN0XO9+HyIe+LyAdw+ZAPROQRXD7kkYj8Gi4f8msReRMuH/KmiLwNlw95W0S24PIhWyLyEC4f8lBE7sDlQ+5oZPlMncCVEp2hMCu3oFzkgZYigZotUb4bZB192BsBc7pbgpVndQP++rGNAJ3GJdidgHHXL8HKI28XbKQfK9uiW7Sa+LC3ROwejAA/dk/EfqlelGC/DJhpL0uw8lzbh3Z+rGx978CdH3tHxN6Fkh8rr1H3oMaPvRewYoxLsAci9r56VYINsfqTEqxs95tgV/xYeZ1qQXs/NsSazkqwsj09Ag/Gj5VXq4dQ68c+FLGP1OsS7CMR+xVYdz/2q4AV9m0J1qyxF2kFGZA/EsOMraLWzmcllsZArS3wT/K1JSHfuAP1EmaQYwaEORERuzliNxCxnyP2g+XKcjuakb8rc2nmiGYgopOvTViaiu17eXssJQGIRo5oLCGqPFJ816Yvc/IuTI2EnOYrF5ZC+pTm9htLsR4P1ZbXIO4VEDy2n9PIX6doCSMo1FQVtef5Gs/IiO6rEKcUvZleGh4ybppbBRf1WkR1PKiOiHrjQb0RUTMPaiai5h7UXETZme/ijgNGgNU/vosF3fEIYB+5/IrAK9iCVecWzNEIxs8BeIEPqOYe/G1S7C1dVZJhNI/rJGY5nhQs8QRKC7UG9TYqbFB8ndAMi0EybnlPx/h4h7mNhZ5zbIXP8pU8yjMm4XSGJM8gp4PeYkTzqR6d21RzRt4dl+rhb+Xz3pTq4XdI42fkxXOpHn6qpZ+eQ/aWxrbOgW3CbBpr7dtyXRqcf2EapnyRVl20uPhWT/SYQXqva9Lf029m7xzvZZtKrB9brkcjc/qXFfpXh4bVc+bouR4V9J7Y6zWlqHZPRjruteW6MqS0io60HPau7pvBNj39Zky5Ho0D8Li2KeZeOOW6o3ec98aW69E4Upz3PCNP3pTr0RjQPevDluvRwGxLW8f5tlzXsqMGOHa25bpWfURZYMwB8ZjnGusVTchPmmlqQ/IPqrM1rs+/uo5hzuZpHiNUU7K+bTmdTr6WVUtk/IUYrNq0phzoX8wcH6xIY6E2xfiKZZgW1vdVOnaNR83vgxYjmP28ByDlzBOQ0OQk0HonQPGaGHUVe2ZwmyIOR0l/CXWsa6eit2j5ctaoWPeMaqW4zPbW6vGY7HVGY29MPuE+aVbSw37pGy6jKGlov6AhmV4d3b3V87Wo/Q0RN15CjPOR1qUdId5Jq45TfVpvOjq+rHd5pnDxno8dv5ht7mtrgzFPSrYIZani6bYzeSS3DtfVdWVz3PwsojeK9mpOVmNIO1KZGIWabDF74wu6t7QPaU8OeTCNLrzHSFMZK941wyw65tMjsqiuvZV4o75Mho7LGVldY4+r0QMHPfCg68c427Bi3IVSC2KGQ7hrBUQ5F3NdpaTxifplvjua0husjuiTgoU0NNjexAULWRVlPy9QOQU0jgaO0sNpLNMx+OMVSnLU75PHxq5Fy3+Zdm7N/nabxnj5aC7PxPSI6yZxjWjW8K4u3y1zYAkW3ieb5L9W9xL51eGINlTi+tThzHoZ0Y5/TBHsmDzjhGabNDuKrd381PITw+lAmb1z3M1OyUJGZP8iWJ9SGpMR/bhnB8wOOluEhGxkiN0Z5t6Nz9cZimPM+nFDxaca7HiLyZbNiL+h686ujMYiRwy8DpwtjW2jk33yBWPiOtHW3c7t6tUHkfachDtKmKIdK1eI/6f02/yYcbK2MiJQw/gGMm3rfO8jpZgFddSmVb7aBpm2rpSf5DI81VLb9c/K9ElBsgZFXCgPrtY94Nyle+aFo2RCcmcrbXgdrcrmIuXxkh6xt32K4tnuD/QKjHKv0yq5RnPumEbJAEbBNI8iTFspi7zMt5pXkXoY7ez/Qt3quqg1pBgpm8FlDUn5/ZiiNVfKBEY1j9+XNJv8Wp8starmM6KxeOLM5W+g9mP4beQ292F0OgWrcIPGAFOwd1YjXBOttAjjdaPAy4xMQ8veW352TJpWbs154mu2bjbGntemckCj5rXOWpjyeWi8cGi8CNRhi/YarRZNvbFEz8TYoqV3K0P51eHWqkF5JlKWPTKDGgZI6cZSYVR7IlU5xjeotyKtDZFWG2aruxvgzvkQpH+uL8/ub/LVPVI3ybfpkgfG8UuPZumQfC5TWx2pMQXkfF3bV3f2H1MNcu+QBUXKfI4TZwzvOnXpOssl/ble2VKy89YimHNLp7qNsbHHVP7VCvKE5kRG89IgrlOLWMvvyhEtWaSrjs8RUea/TT4V+x3VMbPb2r6TqOBP2HiTZ5XlxZHCiPQvZd72VqLXPSd+jSgmnGnvugO06r9hpMAYk0nwe5YZvSFc5XgngT3aDtnPVTvFu3gjR6KrJPVC/T7AxnDUa8e6O7ZMj03ffgEtUev2rftayPySYI4Sv/Ps6LVpVTvRPupi6f58tNp6lSveV+lhtsTX6mNGbdzIwkZ5Rcyx+jyYC0tUjwtjQrjU60Ud+etJXkdm3p0KpWxaG8rFTAPbmOcUL0nnQBHh8+6ueL25T4V+dFbodQjrUuMaiRJm41KdH3AtLWaloqUIya2X1qTEWY/K1gvLw101rB1nSxmTFUyUlLvh1m4fjgvRipyNYQpdxSd7y+JEl+bncOHvSPmiRMMxJIfYBD93S22rnXdwKuKVLnNmM6IatAm9pRi8rftZbFGto1cOdZd+CIdwHkPQtST9kFbUurIzZVlyl3o4/VOyBhMVi9LblvX74HKRe7LKqU5/hmTh5N4Mlfkmp25fDIeQnhS5hPPh/Q2pF31lvm2q1wdDXe5BkUMdHuY8Q9g7t63r83I5VetrlUsoD14HzM6LweEOYHnMYtuFWKiJ80bePQe0Dv0K6ma1+F/7YfhYTvV5hXLL6JuzFwFvndvFOjOLfnH9OWO5hYzmco7hPNO8d9Zr8vNj/y+q9aZSpzfvnj76pXYMGF4LxflQWTrGu6PIyhtKBfcHfDKk6j/q7xfkrxJe5TTK5KhDyexXlFMzLWRq5stLX+/MsxCZLJ0ymYrUbDzRpJOx22pP3YSf7dwDrHtKlL+p5L+I9X9H24PaPlkPk03nDMIx1cWUBbG7aT26t+doyyTGM718xrcFNbgnvk+1eN73LrXHM7+tQt/KvyThuX5HpapXiEyWd/nsvOpAD4o7cJwLMt/7RnSmnrNZfALtJGCPkc9RcaRkvn5eEKJHceGypAtCmNFSRbnjpdyhM0lxCe1OoW9dGuFjvdOP+w54Pr+dZ5ci9RnVtfXqgCu1JNWBR6rHlBnokP43IEL7tVqHv+u67Jf0YEXSjN5BUaLXzrPqk2Bn3nFhv2a8THkwk6mb63YpRfV297A6E9so5cIn3qvxgwr8wJGySW/rJcXdE1WdO5xV0Jxpmdz93JEyeU/WA0az7Xx8VMfP8wpe84D+3y5F33Yk3QVZOpRtj2g/b0L0Eq2bHZKez1VW521vVUhrvtpkmvZkpR0H5oxk9Z5Aosdd+eznc5BSriYuoePOdT6RKZ0WGXopyfNzHHAaoh3QW7mvIT2VqMxESWYBXyLPA2SZB9DpC9L0RQoDURJtH55dWru2/H99rBaONq9e+83V6/c31764of8fkA/UT9XP1BVY+36rvoDxf6AOgdMb9Uf1F/XXxmnjD40/Nf7MTd+7oDEfqcK/xt/+CwAURlk=
VAE, GAN, di↵usion
AABE8XictVzbchu5EYU3t41zWW/ymJfZaJ3yprSOrDiXqq1UrSXKstayLZuU7F3Ldg3JEU2L5NAckr5w9SGpvKRSyVM+It+RD0hV8pRfSF+AAYbETGO0jqYkYkCc7kYP0OhuYNQeD/rZdGPjnxfe+9a3v/Pd773//Ys/+OGPfvzBpQ9/cpSls0knOeykg3TyqB1nyaA/Sg6n/ekgeTSeJPGwPUgetk+38fuH82SS9dNRa/pmnDwZxr1R/6TfiadQ9ezSB6efDpN4lK1Hja1mJ4aatY2rG/QTrRau6cKa0j8H6Ycf/Usdq65KVUfN1FAlaqSmUB6oWGVwPVbX1IYaQ90TtYC6CZT69H2iztRFwM6gVQItYqg9hb89uHusa0dwjzQzQneAywB+J4CM1GXApNBuAmXkFtH3M6KMtWW0F0QTZXsDn21Nawi1U/UcaiWcaRmKw75M1Yn6PfWhD30aUw32rqOpzEgrKHnk9GoKFMZQh+UufD+BcoeQRs8RYTLqO+o2pu//TS2xFu87uu1M/YekvAxXpJq692lOIVZzoh/R05zBdyzPADj3gEKi+4ilV6TrIfV+BO0XUH8XrjMqGZ204VpQ7VklchsuH3JbRO7C5UPuish9uHzIfRF5AJcPeaCRiJ2Qzv34Jlw+fFPkfB8uH/K+iHwAlw/5QEQeweVDHonIr+DyIb8SkTfh8iFvisjbcPmQt0VkCy4fsiUiD+HyIQ9F5A5cPuSORpbP1AlcKdHpC7PyBpSLPNBSDKDmhijfFllHH3YrYE53SrDyrG7Apx/bCNBpUoLdCRh3JyVYeeTtgo30Y2VbdItWEx/2lojdgxHgx+6J2C/UixLsFwEz7bQEK8+1fWjnx8rW9w7c+bF3ROxdKPmx8hp1D2r82HsBK8a4BHsgYu+rlyXYEKs/KcHKdr8JdsWPldepFrT3Y0Os6awEK9vTI/Bg/Fh5tXoItX7sQxH7SL0uwT4SsV+CdfdjvwxYYd+WYM0ae5FWkB75IwnM2CpqcT4rsTQGarHAf5CvLQPyjdtQL2F6OaZHmKGI2M0Ru4GI/RyxHyxXltvRjPxdmUszRzQDEe18bcLSVGzfzdtjaRCAaOSIxhKiyiPFZ236MifvwtRIyGm+cmEppE9pbr+xlOjxUG15DeJeAcFj+zmN/HWKljCCQk1VUXuer/GMjOi+CvGKojfTS8NDxk1zq+CiXouotgfVFlFvPKg3ImrmQc1E1NyDmosoO/Nd3HHACLD6x2exoDseAewjl18ReAU3YNW5BXM0gvFzAF7gA6q5B59Nir2lq0oyjOZxncQsx5OCJZ5AaaHWoN5GhQ2Krwc0wxKQjFve0zE+3mFuY6HnHFvhs3wlj/KMSTidPsnTy+mgtxjRfKpH5zbVnJF3x6V6+Fv5vDelevgd0vgZefFcqoefaumn55C9pbGtc2CbMJvGWvu2XJcG51+YhilfpFUXLS4+1aEeM0jvdU36e/rJ7J3juWxTifVjy/VoZE7/skL/6tCwes4cPdejgt4Te72mFNXuyUjHvbZcV4aUVtGRlsPe1X0y2Karn4wp16NxAB7XNsXcC6dcd/SO897Ycj0aR4rznmfkyZtyPRo9umd92HI9GphtiXWcb8t1LTtqgGNnW65r1UeUBcYcEI95rrFe0YT8pJmm1if/oDpb4/r8q+sY5mye5jFCNSXr25bTaedrWbVExl9IwKpNa8qB/sXM8cGKNBZqU4yvWIZpYX1fpWPXeNT8PmgxgtnPewBSznwAEpqcBFrvAVC8JkZdxZ4Z3KaIw1FysoQ61rVT0Vu0fDlrVKx7RrVSXGZ7a/V4TPY6o7E3Jp9wnzQr6WG/9AmXUZQ0tF/QkEyvju7e6vla1P6GiBsvIcb5SOvQjhDvpFXHqT6tNx0dX9a7PFO4eM/Hjl/MNp9oa4MxT0q2CGWp4um2M3kktw7X1XVlc9z8XURPFO3VnKxGn3akMjEKNdli9sYXdG9pH9KeHPJgGh14jpGmMla8a4ZZdMynR2RRXXsr8UZ9mQwdlzOyusYeV6N7DrrnQdePcbZhxbgLpRbEDIdw1wqIci7mukpJ4xP1ab47mtITrI7oBwULaWiwvUkKFrIqyn5eoPIK0DgaOEoPp7FMx+CPVyjJUb9PHhu7Fi3/Zdq5NfvbMY3x8tFcnonpEtdN4hrRrOFdXb5b5sASLLzfbJL/Wt1L5FeHI9pQietThzPrZUQ7/glFsGPyjAc026TZUWzt5qeWvzGcDpTZO8fd7JQsZET2L4L1KaUxGdGve3bA7KCzRRiQjQyxO/3cu/H5On1xjFk/rq/4VIMdbwnZshnxN3Td2ZXRWOSIgdeBs6WxbXSyT75gQlwn2rrbuV29+iDSnpNwRwlTtGPlCvH/hP6aXzNO1lZGBGoYn0CmbZ3veaQUs6COYlrlq22QaetK+XEuw1MttV3/rEwfFyRrUMSF8uBq3QXOHbpnXjhKJiR3ttKG19GqbC5SHi/pEXt7QlE82/2eXoFR7nVaJddozh3TKOnBKJjmUYRpK2WRl/lW8ypSD6Od/V+oW10XtYYUI2UzuKwhKb+fULTmSjmAUc3j95Rmk1/rk6VW1XxGNBaHzlz+Gmo/gr9GbnMfRqddsApbNAaYgr2zGuGaaKVFGK+tAi8zMg0te2/52TFpWrk154mv2brZGHtem8oBjZrXOmthyueh8cKh8SJQhy3aa7RaNPXGEj0TY4uW3q0M5VeHW6sG5ZlIWfbIDKofIKUbS4VR7YpU5RjfoN6KtDZEWjHMVnc3wJ3zIUj/XF+e3V/nq3ukbpJv0yEPjOOXLs3SPvlcprY6UmMKyPm6tq/u7D+mGuTeJguKlPkcJ84Y3nXq0HWWS/oLvbKlZOetRTDnll7pNsbGHlP51yvIIc2JjOalQVynFomW35UjWrJIVx2fI6LMf0w+Ffsd1TGz29o+k6jgT9h4k2eV5cWRwoj0L2Xe9lai1z0nfo0oJpxp77oNtOo/YaTAGJNJ8HuWGT0hXOV4J4E92jbZz1U7xbt4I0eiqyT1Qv0hwMZw1GvHuju2TI9N334JLVHr9qn7Wsj8BsEcJX7n2dGLaVUbah91sXR/PlqxXuWK91V6mC3xtfqYURs3srBRXhFzrD4L5sIS1ePCmBAu9XpRR/56kteRmXenQimb1oZyMdPANuY5xUvSOVBE+Ly7K15v7hOhH+0Vem3CutS4RqKE2bhU5wdcS4tZqWgpQnLrpTVp4KxHZeuF5eGuGtaOs6VMyAoOlJS74dZuH44L0YqcjWEKHcUne8viRJfmZ3Dh30j5okTDMSSH2AQ/94baVjvv4FTES13mzGZENWgTuksxeKz7WWxRraOXDnWXfgiHcB590LUkfZ9W1LqyM2VZcpd6OP1XZA0mKhGlty3r98HlIvdklVOd/vTJwsm96SvzTk7dvhgOIT0pcgnnw/sbUi9OlHm3qV4fDHW5B0UOdXiY8wxhz9y2rs/L5VStr1UuoTx4HTA7LwaHO4DlMYttF2KhJs4Tefcc0DqcVFA3q8U37YfhYznV5xXKLaN3zl4EPHVul+jMLPrF9eeM5RYymss5hvNM895Zr8nPj/2/qNaTSp3evHv66JfaMWB4LRTnQ2XpGO+OIitvKBXcH/DJkKr/qn9ckN9KeJnTKJOjDiWzX1FOzbSQqZk3L329M9+FyGTplMlUpGbjiSadjN1We+om/G7nHmDdU6L8TiV/Itb/Hm0Xak/IephsOmcQjqkuoSyI3U3r0r09R1smMZ7p5TO+LajBPfF9qsXzvnepPZ75bRX6Vv4mCc/1OypV3UJksrzLZ+dVG3pQ3IHjXJB53zeiM/WczeITaMOAPUY+R8WRknn7eUGILsWFy5IuCGFGSxXltpdym84kJSW024W+dWiEj/VOP+474Pn8OM8uRepXVBfr1QFXakmqA49Ujykz0Cb9b0CE9hu1Dp/ruuyX9GBF0oyeQVGi18531SfBzrzjwr7NeJnyYCZTN9ftUorq7e5hdSa2UcqFT7xX43sV+J4jZZOe1inF3RNVnTucVdCcaZnc/dyRMnlP1gNGs3E+Pqrj53kFr3lA/2+Xom87ku6CLG3Ktke0nzchegOtmx2Sns9VVudtb1VIa97aZJr2ZKUdB+aMZPWewECPu/LZz+cgpVxNUkLHnet8IlM6LdL3UpLn5zjgNEQc0Fu5ryE9lajMRElmAW8izwNkmQfQORGkOREp9ERJtH14dmnt2vL/+lgtHG1evfbbq9fvb659vqX/D8j76mfq5+oKrH2/U5/D+D9Qhwr/H8if1F/V3xpZ44+NPzf+wk3fu6AxP1WFn8bf/wcUGUUj
k-means, DBScan
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
PCA, t-SNE, UMAP
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
Self-supervised learning:
Demain, dès l'aube, à
l'heure où blanchit la
campagne, Je partirai. Vois-
tu, je sais que tu
m’attends. J'irai par la
forêt, j'irai par la
montagne. Je ne puis
demeurer loin de toi plus
longtemps. Je marcherai les
yeux fixés sur mes pensées,…
Demain, dès l'aube, à
l'heure où blanchit la
campagne, Je partirai. Vois-
tu, je sais que tu
m’attends. J'irai par la
forêt, j'irai par la
montagne. Je ne puis
demeurer loin de toi plus
longtemps. Je marcherai les
yeux fixés sur mes pensées,…
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? ? ?
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=)