From d1b6e52f31f7bc05a529980abcaba1884af1a9d8 Mon Sep 17 00:00:00 2001 From: Andras Schmelczer Date: Tue, 25 Jun 2024 08:25:38 +0100 Subject: [PATCH] Rerender --- src/operations/gamma.ipynb | 2 +- src/operations/get_colour_lut.ipynb | 9 +++++---- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/src/operations/gamma.ipynb b/src/operations/gamma.ipynb index 627aeb6..1d141e5 100644 --- a/src/operations/gamma.ipynb +++ b/src/operations/gamma.ipynb @@ -7,7 +7,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] diff --git a/src/operations/get_colour_lut.ipynb b/src/operations/get_colour_lut.ipynb index fadd677..6a4b5d2 100644 --- a/src/operations/get_colour_lut.ipynb +++ b/src/operations/get_colour_lut.ipynb @@ -7,7 +7,7 @@ "outputs": [ { "data": { - "image/png": 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", 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r7q86a5PctDwgJx8zh4bh9tuHCxabPLcKv3+diRp44rbbptjseel10l5P7ZGTlgfk5mP60HDcdluiRdeOKm3Cd5+eQIVajtTUGYLMh/cGvUY6slWbGEcYe2Jxopw+fbrFwfDt22+/xbJly/D999+berhdkcvlkMvlHW6XyWS8/AL4uo4jubFNThU2AAAmDQgUtJ3GxXL7N69WK6DQsPBxs+1iD3qdtNdVe5wxvF4mxgdY3F5DI3zgLJWgoVWDyhYtIv3saz8lvUY6snabmHvtXpVIOXz4MP76179i8uTJKC0tBQD8+9//xpEjR3pzOYts27YNS5YswTfffIPbb7/d6s9Hek+p1uJccQMAbsWrkPw95IgN4LYaZBhiIuKi1uqRVcLNTxpXsVpC7iRFQii3UMt4HUL4YHGi/O9//4s5c+bA1dUVZ8+eNS2UaW5uxhtvvGHRtVpaWpCZmYnMzEwAQH5+PjIzM1FUxJ1Bt2rVKixatMh0/23btmHRokVYv349Jk6ciIqKClRUVHR67BcRXnphPbR6FuE+rojwdRU6HIyK8gEAZFDhAVG6VNEMtU4Pb1dZr/fbDg/nTjDKKm3gMTLS31mcKF977TV8+umn2LRpU7tu6+TJky0uOHDmzBmMGjXKtLVj5cqVGDVqFF555RUAQHl5uSlpAsBnn30GrVaLxx57DKGhoaZ/Tz31lKU/BrEB47aQCXF+opgvGh3FFR5IL6JEKUbG1dEjIrx7/XoZEcElyvPUoyQ8sniO8tKlS5g2bVqH2728vNDQ0GDRtWbMmAGWZbv8/pYtW9p9feDAAYuuT4R1/Kqw+ydvZjzIObOoATo9CykVHhAV4zB9X06XGRbGJcqc8qYuz84lxFIW9yhDQ0Nx5cqVDrcfOXIEcXFxvARF7J9CpTXNEwk9P2k0KNgTHnInKNQ6XK5sFjoci2l1emQU1eNccQOUaq3Q4fDO+HpJivTp9TUGBHlAwgD1Sg2qm1U9P4AQM1icKB9++GE89dRTOHnyJBiGQVlZGb7++ms899xzePTRR60RI7FDN85PimX1oVTCICmS63Gk29k85f5LVUh5/xDu/vgY7vroKKa9vR97L1YIHRZvFCot8qq4Dy9JhuHT3nCRSU2LtnIq7O/DEBEnixPlCy+8gPnz52PmzJloaWnBtGnT8NBDD+Hhhx/G448/bo0YiR0SumxdV8YY5inP2tE85a8XyvHQv87gWo0Cni5O8HN3Rk2LGv/z73TsOlcmdHi8uFDaCD0LhHq7IMirb5WTEkK5/dG55ebtkSOkJ73aHvL666+jpqYGp06dwokTJ1BdXY2///3vfMdG7NhxU6K0fJm/NY0yzFOetZMeZWZxA57YlgGdnsXdo8Jx7MVZOL5qFh6YwJ37uuq/WcivUQgcZd/duJCnr4aEcFtEcqlHSXjS66Pm3dzcMHbsWIwfPx4eHh58xkTs3I3zk2LrUY6O5BJlQa0StS3insNq0+jw3PfnoNGxSBkajHfvTYKniwxyJylevXMYxsf6QaHW4aWd54UOtc/O8TA/aZQQYuhRUqIkPDFr1euCBQuwZcsWeHl5YcGCBd3ed8eOHbwERuzXWcOqUjHNTxp5u8kwIMgDV6pakFHUgFuHBgsdUpc+2n8FV6paEOAhx9t/GtFula6TVIL19yZh1voDOHa1Fsev1mJSvLg+lFgiy9Cj7MuKVyNj0YErVc3Q6PSQSXvdHyAEgJk9Sm/v6/uavL29u/1HyKkCblhzgsiGXY1GGwoPiHk/ZVVzGzYdvgYAePWuYZ2W3Iv0c8P947gh2PfSLnW71UrMaltUKK5rBQAM52HoNdzHFZ5yJ2h0rEMMSxPhmdWj/PLLLzv9PyGdMSbKibHi7OGMifbFd2dKRD1P+dG+K2jT6DEqygepiV2frfjYzAH49nQxThfUI6ukkZehS1vLKuWGXeMC3eHl0ve6ngzDIC7IA+eKG3C1qgWD6PxR0kcWj0nk5+cjL6/jETZ5eXkoKCjgIyZix9Q64LzhjU+8PUpunjKrpBEanV7gaDqqbGrDN6e4ilTPzxnc7ab5EG8X3DacS6TbThV1eT8xMxYaGMnDsKtRfCC3ReRqdQtv1yT9l8WJcsmSJTh27FiH20+ePIklS5bwEROxY/ktDDQ6FiFeLogS2fykUXygB7xcnNCq0SG3XHwLPv51rAAaHYtxMb6YHB/Q4/0fmBANANh1rgzNbfZ3+O8FwwcrPoZdjQYEcQsMr1bT0CvpO4sTZUZGBqZM6Xie38SJE03FzUn/dbWR6/1MFEl9185IJAxGiXQ/pVKtNfUml001r9LVuBhfxAe6Q6nW4adz5dYMzypyDB9WjOXn+BAfyCXKK1XUoyR9Z3GiZBgGzc0dP4U3NjZCp9PxEhSxX1eauOQ4QWTbQm42WqSJcmdGKRqUGkT5uWG2mStyGYbBvWMjAQC7s+yrAEFjqwalDdxCnsEh/M0lGhPl1eoWu13kRMTD4kSZnJyMdevWtUuKOp0O69atw9SpU3kNjtgXlUaHQsMH+Amx4pyfNBod7QNAfKXstp8qBgAsmhRtUdH224eHAuAqItWIfH/ojS4Z9jqG+7jC25W/A3qj/d3gJGGgVOtQ0dTG23VJ/2Tx6SFvv/02pk2bhsGDByM5ORkAd5BzU1MT9u3bx3uAxH5kljRCyzII9HA21dsUq5GRPmAYoKS+FVXNbQjy7FvZND5cKG3E+dJGOEslWDA6wqLHRvq5YUSEN7JKGvHrhQr8dWK0laLkV24FV2ZuSCi/K1NlUgmi/N1wrVqBq1UKhHoLfx4qsV8W9yiHDh2KrKws3HfffaiqqkJzczMWLVqE3NxcJCYmWiNGYieM20LGx4h3ftLI00WGwYZtA2cLG4QNxmD7aW5uMmVYMPzcO+6b7ImxV/lzlv3MU+YY6rEaq+nw6cbh1/6MZVkcvVKDTw5cxfq9l/BjZqldLvoSksU9SgAICwvDG2+8wXcsxM6dyq8DAIyL9RU4EvOMjvZFbkUzzhbVY243exVtQaPTY7chwS0cF9mra6QmhmLdL7k4XVCHxlYNr0OZ1mJcyJPAc48S4Fa+pmVX9utEebaoHv+38wKybyoQ7+XihIenx2PF9Hg6l9UMZiXKrKwsJCYmQiKRICsrq9v7jhgxgpfAiH1RaXXIKOaW+Y+PsZNEGeWLb04WiaLwwLGrtWhQahDg4WzWlpDORPm7IT7QHVerFTicV407RoTxHCW/9HrWNEc5JJR6lHzbc74cT3+bCbVWD3dnKWYNCYaHXIqT1+pwrUaBd367hBPXarHxgdF28aFKSGYlypEjR6KiogJBQUEYOXIkGIbpdCUZwzC08rWfyipphEqrh4cTiwGB4p6fNDKWsssqbYRaq4ezk3A1QX82rFadMyykT5/wbxkSjKvV17Avt0r0ibKwTolWjQ5yJwli/Pl/zRiLDvTHLSLHr9aaTp25dUgQ3vlTEnwNw/l6PYv/nC3B6h8v4nBeDR7cchpbHxwPd3mvBhj7BbNaJj8/H4GBgab/E3Kzk4ZjteK9WNHPTxrFBrjD102GeqUGF8saTXsrbU2j02NvdiWA6/OMvTVzcBD+eegaDl6qhl7PQiLiYTXjeZGDQzytMvwXZ+hRVjap0NymgScP5fHsQVlDKx775ix0ehbzksKwYeHIdu0rkTC4b2wkhoZ64YFNJ5BeWI8ntmXg80VjRf16EZJZH6HvvvtuNDQ0AAD+9a9/ITAwENHR0Z3+I/3TScP85AAv+9mzxjDMDfspGwSL48Zh1/F93FYzNsYXni5OqFWoTTVUxSrHOOxqhYU8AODtKkOgpxwAcK0fVehZs+si6hRqDAvzwjs3nTpzo8Rwb/zrwfGQO0mwL7cKnxy8auNI7YdZiTInJwcKBfdCW7t2LVpa+t9QBumaRqc37Ue0p0QJcAt6AGEPct5jWMQzZ1gInPp4JJRMKsEkQ7GHY1dr+hybNZlWvFphIY/RgH42T/lHTiX2ZlfCScLg/YUj4SKTdnv/UVG++Ptd3G6F9XsvmerukvbMnqNcunQppk6dCpZl8e6773Z5WPMrr7zCa4BE/M6XNkKp1sHHVYYQN63Q4VhE6Ao9Gp0ev2VXAOj7sKvR5Hh/7M2uxPGrtXh0xgBermkNxj2U1tgaYhQf5I7j12r7RaLU6Vm8vicHALAsOdbsU1PuGxeJI1dqsOtcGf7ff7Ow6/Gpgs7Xi5FZiXLLli1YvXo1du/eDYZh8Msvv8DJqeNDGYahRNkPnbxm2BYS4wsJ0ypwNJZJivSGVMKgvLENZQ2tCPOx7cb044ZhV3/3vg+7Gk0ewK2aPV1QB5VWB7lT970KITS3aU1nUPJdbOBGppWvVY4/9Prz+XJcq1bAx02GJ2YNtOixq+cNxeG8auRWNOOLI/l4ZEa8laK0T2YlysGDB2P79u0AAIlEgj/++ANBQUFWDYzYj5P53EKecTG+QIN91Rp1c3ZCQognLpY14WxRvc0TpbE4wNzEvg+7Gg0M8kCAhzNqWtTILGoQZd3dy5Xc/GSot0unh1LzxVQc3cF7lHo9i437uOMPH5wSCw8LV7D6e8jx0u1D8dz35/DR/iu4d2wEAjzk1gjVLpn1lzl69GjU13NDU6tXr+5y2JX0P1qdHmdMFXnsY//kzcaY5ikbbPq81hh2BbiRnUmGvZjHrtbydl0+5VZyiSuBx0LonYkzbBEpqlVCp7ev+XNLHL5Sg8uVLfCUO2Hx5JheXWPBqHAMD/dGi0qL99Iu8xugnbN4Mc+rr75Ki3mISXZ5E1pUWni6OFn9Tc9ahJqntMawq9HkeH/Tc4iRNQsN3CjU2xXOUgnUOj3KG+1rWsASX58oBADcMyai18UDJBIG/3f7EADAt6eLUVSr5C0+eyfoYp5Dhw7hnXfeQXp6OsrLy7Fz507Mnz+/y/uXl5fj2WefRXp6OvLy8vDkk09iw4YNZj8f4Z9xfnJ8jJ/dlsIy9igvljWiTaPrcaUgX/acN6x25XHY1ciYKDOK66FUa+HmLK7N5LkVxtJ11k2UUgmDSD9XXK1WoLBWiQhfcR4m3heVTW34I7cKAPDAhKg+XWtCnD+mDQrEocvV+HBfHt65N4mPEO2eWX+dW7Zsgb+/f7vFPDt37uzw74cffrDoyRUKBZKSkrBx40az7q9SqRAYGIiXXnoJSUn0CxSDE4ZCAxPixH2sVncifF0R4CGHRsfigo32Hmp0evx2kRt2vYPHYVejKD83hPu4QqNjTUPjYqFngcuGodchNhiFMFb9Kah1zAU9358phk7PYlyMr9krXbvzzK3cQqAdGaXUqzQQdDFPamoqUlNTzb5/TEwMPvjgAwDA5s2b+/z8pG+0Or2p0MCkuN7VJxUDrvCAD/ZmV+JsUT3Gxlg/6R+/Wot6Kw27AtzPNDneH9+nl+DY1VpMGxTI+3P0Vp0KUKh1cHaS2OQ4tih/rhfpqG/6u85xC+iMh3f31agoX1OvcvPRfKy5cxgv17VnFo/36PV6WvFKAHA1UltUWni7yjA0zLpDaNZmHH611UHO1hx2NZo8wDhPKa7CA6UKboh+ULCH1X72Gzlyj/JSRTMuV7bAWSrBnGH8nYCzPDkWANdbbaIjuXp3zNa///1vfPrpp8jPz8fx48cRHR2N999/H3Fxcbjrrrv4jrFPVCoVVKrrJ743NXGbnDUaDTSa3r8AjI/tyzXs3eFL3LzIhFhf6HVau26TEeHGsynroVareatX21mb3DjsOmdIoNXaa2yUNwCuIERdcys8XYSfp9RoNCgzdOwGBXnY5LUS4cNtcyioUYjytdmXv5sfMooBAMkD/eHmxN/f3oRobwwMckdelQLfnCjAsikxvFzXXLZ6LzH3+hb/5XzyySd45ZVX8PTTT+P11183nRbi6+uLDRs2iC5Rrlu3DmvXru1w+969e+Hm1veJ/bS0tD5fw17tvigBIIFXazn27Lm+f9Ie20StAySMFNUtany18xf4u/B7/RvbJLeBQb1SCncnFrW5J7HnEr/PdSM/uRR1KgabdqQhwUcc2yPKlFwvkq0vxp49RVZ/vupWAHDCtepm/PzzHoi1Zr+lfzcsC/wnUwqAQZi2Anv27OE1njEeDPKqpPhs3yUENWRDKkC7Wfu9RKk0bzje4kT54YcfYtOmTZg/fz7efPNN0+1jx47Fc889Z+nlrG7VqlVYuXKl6eumpiZERkYiJSUFXl69Hy7UaDRIS0vD7NmzIZP1j1MJbtSm0eH50/sB6PHQvGmID3S3+zb5d9kJZJU0wTt+FG5L4meBTWdtcuzHiwBKMW9UJObdPpSX5+nKPuV5/HiuHNLggbjtFuHL2Wk0Gvz97D4AwN0zx5vq0lr1OXV6rMv6Axo9MDZ5FoK9eP4U1Ee9/bu5Vq1A9YmjkEkZrLx/tsVFBnoyS6PDb+8eQr1SA6fo0Ui14eHmtnovMY4w9sTils3Pz8eoUaM63C6Xy017LcVELpdDLu9YYUImk/HyC+DrOvbmVCF3hmOwlxyDQ73bDVXaa5uMi/FHVkkTzhQ14p6xfVtmfzNjm3BHanFD1vOSwq3eTuNi/fHjuXJklDSK4neiUGlRo+JeK4kRfjaJSSbjVjYX1ipR2qhGhL849/ta+ndz6Aq3kG5inD98PfivKCWTyfC3idH4x74r2HK8CHeO4mexkKUxWPM1Yu61LZ5Jj42NRWZmZofbf/nlFwwdatmn45aWFmRmZpqul5+fj8zMTBQVccMxq1atwqJFi9o9xnj/lpYWVFdXIzMzE9nZ2Zb+GKSPjl7hFohMiQ+wm/Mne2Lce2jNUzdOXONWu/q5O2OCFVa73mycYQVvRlEDtDq91Z+vJ5cNhygHe8rh52690nU3izYs6Cl0oJWv+wx7J2clWG9x5V8nRUMmZXC2qMF02kt/ZHGP8vnnn8djjz2GtrY2sCyLU6dOYdu2bVi3bh0+//xzi6515swZzJw50/S1cYh08eLF2LJlC8rLy01J0+jG3mx6ejq++eYbREdHo6CgwNIfhfTBUUPFF2MBbkcwIc4fUgmDwloliuuUiPTjf3O6abUrD0dqmWNgkAe8XJzQ1KZFTnkzhkd4W/05u2MsNDA4xLZlMKMNv0tHWfna1KbB6QKuR2nNRBnk6YLZQ4Ox53wFvj1d3G+3ilicKJcuXQqtVosXXngBSqUSDzzwAMLDw/HBBx/g/vvvt+haM2bMAMt2vcBgy5YtHW7r7v7ENhpbNThf0gDgei/MEXjInTAq0gdnCutx9EoN7h/P7/CrVqfHbxcrAQB3jOC/yEBnJBIGY6J9sf9SNU4X1AmeKC9VcD3KwTxsjLdEtGEvZWGdY/Qoj+bVQKtnERfobuotW8t9YyOx53wFfsgsxarbEkR5Go219eoj7fLly1FYWIiqqipUVFSguLgYy5Yt4zs2IlInr9VCzwKxAe42P23D2ow95KNWqJF64lod6hRqmw27GhkLKNhqj2h3LhlODbF1XeAY09CrY/QojxqmB6YNtH4hieSBgQjzdkGDUoO9hg96/U2vx36qq6uRm5uLvLw81NSIa0Mzsa4jhvlJR+pNGk01JMpjV2qg5/m0iZ9tPOxqZCymcLqgTtARGZZlkVthPDXEtkOvMQGGHmWN0iFGpYynwtjib1AqYfCnMREAuGLp/ZHFf60KhQIPPvggQkNDMW3aNCQnJyM0NBTLli0ze08KsW8HL1cDAKaLqCwaX0ZG+sDNWYpahdo0n8YH7Q1FBvg8UsscSRE+kEkZVDWrUFIv3AkaJfWtaFFpIWVYm5Suu1GErxsYBmhWaVGnUNv0uflW0diGa9UKSBjY7KxRY3m8I1dqUOwgw9eWsDhRrly5EgcPHsRPP/2EhoYGNDQ04Mcff8TBgwfx7LPPWiNGIiIFNdwpDDIp41ALeYycnSSm2qt8rn49fsOw60QbF5B3dZZiWBg3N2lcACIE4wePEFdAZsMeNQC4yKQI8+amCQrsfOWr8XU5PNy710dqWSrSzw1TDCURv08vsclzionFr9b//ve/+OKLL5CamgovLy94eXnhtttuw6ZNm/Cf//zHGjESETH2JsdG+/G+wVksjMOvxiFmPvyUxQ273jEi1KbDrkbjDIdqnxFwntK4vSDMXZihT9OCHjufpzQOuxoP57aV+wy9yh1nSxxi+NoSFv/FKpVKBAcHd7g9KCiIhl77gQOG+q7TBzvesKvRFEOiPHmtDmpt3/ceqnUwFRm4a2RYn6/XG2OiuV7sGUF7lIZE6SZsorT3HqVxVMDWR9ulDA2Bu7MUJfWtNj/kXGgWJ8pJkyZh9erVaGtrM93W2tqKtWvXYtKkSbwGR8SlTaPDccP5k444P2k0ONgTAR7OaNXoeFkperGBgUKtQ4SvK0ZH+fIQoeWMC3ryqlrQ2CpMYfDccm7oNVygs5OjHWDla1VzGwprlWCY679TW3F1lmKOoYzdj5llPdzbsVicKD/44AMcO3YMERERuOWWW3DrrbciMjISx44dM50VSRzT6YI6tGm4snW2Xt5vSxIJYzq/cV9u35fDp1dzlYvuTAoTrIpRoKcc0f5uYFkgs7jB5s+vVGuRb0hQgg29GooOFNnxYpR0wyHcg4M94eVi+5KEd40MBwD8nFUOjQgqPdmKxYkyMTEReXl5WLduHUaOHIkRI0bgzTffRF5eHoYN659VG/qLg5eur3Z1lLJ1Xbl1CDe9kJZd2af5mMZWDbIbuLYyvskIZUyUbc/cvNHlyhawLBDg4QxPgUrOGist2fOqTeMc89gYYUYmpsT7w9/dGbUKtamMZX/Qq9UYrq6uWL58Od+xEJG7vi3E8Q/unjYoEM5SCQpqlbharcCAoN7t+/vtYiV0LIOEYA8MFrgXPjraFzsySnFWgESZa1jIw41ECJOoogxzlDUtaihUWrjb4WI04xyzsYavrTlJJbhjRCj+dbwQuzLLMGOw478XAL3oUa5btw6bN2/ucPvmzZvx1ltv8RIUEZ/ShlbkVbVAwlxfFerIPOROmGjYzP17Tu+HX3fdsNpVaMY5rYyiepsXSDeueB0cbNtCAzfycpHB143rztrj8GurWoeLZVw72np+8kZ3GkZGfrtYgVa1TrA4bMniRPnZZ58hISGhw+3Dhg3Dp59+yktQRHz2GZLF6ChfeLsJf1yTLcweyg2//mKoqGOpwloFTubXgwGLeSNsd5ZfVwYFe8JT7gSFWmcqJWcrOYaFPEME7lVH2fE85cWyRmj1LAI95QgXsHTk6CgfRPq5QqHWIa0PHyLticWJsqKiAqGhHT8dBwYGory8d28oRPz2ZnN/ELcO7bg1yFGlJoZAKmFwrqQRBTWWr5Tcbij3leDDiqImrlTCYGSUDwDYdPhVr2eRbehRDgkVNlHa8zzluZJGAEBShLegawQYhsGdSdw2pz1Z/eM93+JEGRkZiaNHj3a4/ejRowgLE2aPGLGu5jYNThi2hczuR4kywENuqqX50znLlsOrtXp8f4ZLlJOCxLM52zhkZ8sFPcbSdc5Sic1L193MnnuUxhN7RkT4CBoHANxmKMO4/1IVFCqtwNFYn8WJ8qGHHsLTTz+NL7/8EoWFhSgsLMTmzZvxzDPP0AIfB3XwcjU0OhZxAe6IDxRujkkI8wyfnHedK7No9euvFytQ06JGgIczEn1FmChtuGHc2JscFOJh89J1NzMWHbDHRJll6FGOEPioNAAYGuqFaH83qLR6HDCshndkFr9qX3jhBSxbtgyPPvoo4uLiEBcXhyeeeAJPPvkkVq1aZY0YicB+Nwy79qfepNGcYSGQO0mQV9WCDDP3H7Isi88PXwMAPDAuEgLnhnZGRvqAYYDiulZUNbX1/AAemIZdQ7xs8nzdMQ69FtlZdZ7GVg2uGYb/xdCjZBgGqYlcr3LPBccffrX4T5hhGLz11luorq7GiRMncO7cOdTV1eGVV16xRnxEYBqdHvtyufJr/Wl+0sjbVYY7RnC9yq+OF5r1mFP5dcgqaYTcSYIHJkRaMzyLebrITIcm22r41bjidWiY8InSOPRaUt8KHc/HqFnThVKuNxnp5wo/d2eBo+HcNpxboLY/t8rhV7/2+rOuh4cHxo0bh8TERMjlcj5jIiJyuqAOTW1a+Lk7C1Z+TWh/nRgFANh9vhz1ZhzRtHH/FQDAgtER8BfJm9qNbD1PmV1mXMgjfKIM9XaFk4SBWqdHpY161Hw4Z5yfDPcRNI4bDQ/3RriPK5RqnWmPtaMS0aAQEaPfDcW8ZyUEQSpx7Go8XRkZ6YPEcC+otXr863hBt/c9dqUGh/NqIJMyeGR6vG0CtJCxqost5ikbWzUobeDOwBRDopRKGET4ciuQ7Wme8ryI5ieNGIYx9Sp/cfDhV0qUpEssyyIthzts2FjSrT9iGAaPTB8AAPj8cH6XvUqdnsVbv+YCAB4YH2WqBCM2Y6K4qi4XShvRprHukJlx2DXcx9VmZyf2JMpQHN2eEuX1hTw+wgZyk1TD6tc/cqqs/loSEiVK0qWLZU0ormuF3EmCaYMcvxpPd1ITQzA01AstKq1paPVmm4/k41xJI9ydpXh81kAbR2i+SD9XBHjIodGxprkvaxHT/KRRlJ+hR2knC3pqWlQobWgFwwDDRdSjBICRET4I9XZBi0qLI3mOW/uVEiXp0s+GijSzEoLg5mx/dTH5JJEweH7uYADA5qP5plPmjS6UNuKdvZcAAP93x1AEeop33p5hGIyJ9gFg/XlKMc1PGtnbXsosw/xkfKCH6A5Ll0gYzBnGDb868urXXrX65cuXceDAAVRVVUGvb18zkla/OgaWZfGzoerG7SKoUyoGMwcH4b6xEfjuTAme2p6JTYvGYmSkD84U1OGhrWeg1uoxc3Ag7h8nrpWunRkT7YvfLlbiTGE9Hrbi8+QYDmseSomy184Vi29+8ka3DQ/FlmMFSMuuhFqrh7OT4/W/LE6UmzZtwiOPPIKAgACEhIS0K6XEMAwlSgdxsawJRXVKuMgkmJXQP04IMMeaO4chq6QRuRXNuOeTYwj3cTW94Y6K8sEHfx5lF0eQGVe+ni2sB8uyVolZo9PjckULAHElSnsrY3e+1Fi6zkfYQLowJtoXgZ5yVDercPRqDWY64IkiFqf+1157Da+//joqKiqQmZmJjIwM07+zZ89aI0YigN1ZNOzaGTdnJ3y3YhJuHx4KnZ5FUZ0SUgmDBaPD8a8HxwtymG5vJIZ7w1kqQa1CjUIrzdVdq1ZArdPDU+5kWmkqBsYeZa1CjRY7KL9mnEdODBdnj1IqYTDXOPzqoLVfLX4HrK+vx7333muNWIhIsCyLn89ztU1vH071e2/m5SLDR38ZjRdqFSitb0V0gLugpzn0htxJiuER3kgvrEd6YT1irFCD1fgGnxDqCYmIthZ5usjg5+6MOoUaRbVKUS00ulltiwpVzSowjPEsT3FKTQzBv08U4vecSmh1ejiJqRwVDyz+ae69917s3bvXGrEQkbhQyq12dZVJMTMhUOhwRCva3x2TBwTYXZI0snbdV+MilOEi2iRvFGkn85S5FdzxZNF+bqI+aHp8rB983WSoV2pwynC4tCOxOFEOGDAAL7/8MpYsWYL169fjH//4R7t/ljh06BDmzZuHsLAwMAyDH374ocfHHDx4EGPGjIGLiwvi4uLoDEwr2G3oTdKwq2MzVlqy1pFbpmOhIsU3ZBhlJ/OUxu01CSKok9sdJ6nEVAv6twsVAkfDP4vfBf/5z3/Cw8MDBw8exMGDB9t9j2EYPPnkk2ZfS6FQICkpCUuXLsU999zT4/3z8/Nx2223Yfny5fjqq69w9OhRPProowgMDDTr8aRnej2L3edotWt/MNqwReRSZTMaWzW8FgRQa/WmYuhiXIRi2ksp+kRpOPBaRIuhujI3MQTfnSnBbxcrsXreMFENt/eVxYkyPz+ftydPTU1Famqq2ff/9NNPERUVhQ0bNgAAhgwZgjNnzuDdd9+lRMmTk/l1KG1ohaeLE612dXBBni6I8nNDUZ0SZ4vqeV2teLmyGWqtHt6uMtPRVmIS7cfNyRaKPFHmGrbXJAh84LU5JscHwN1ZioqmNpwracAoB6oN3adxNeP5fLZaDn/8+HGkpKS0u23OnDn44osvoNFoIJN1/ESsUqmgUqlMXzc1cS88jUYDjUbT61iMj+3LNcToP+lFAIDbEoMhhR4ajb6HR1znqG3SF2Jvk3ExPiiqU+JYXjWmxvH3xpZewB30nRjmBa32+spSsbRHmDdXrL6oViF4LF21iUanx+VKrkc5MNBV8Dh7IgUwY1Agfr5QgT1ZZUgM7f3ZtbZ6nZh7/V4lyq1bt+Kdd95BXl4eAGDQoEF4/vnn8be//a03lzNbRUUFgoPb1xwNDg6GVqtFTU0NQkM7DhWuW7cOa9eu7XD73r174ebW90+6aWlpfb6GWKh1wO5MKQAGwa2F2LPHvGOlbuZIbcIXsbaJaxMDQIq9mflI1HVemq839lyRAJDAra0ae/bs6fB9odujTgUATiiuU2D3z3sghlHCm9ukXAlodE6QS1mcO3YA50UQY08CVdzraeeZfAzTXkFf+1DWfp0oleaNKFicKN977z28/PLLePzxxzFlyhSwLIujR49ixYoVqKmpwTPPPGNxsJa4uffaU6921apVWLlypenrpqYmREZGIiUlBV5evR/312g0SEtLw+zZszvtydqjXefKoTp1HhG+rnh84VSLRwocsU36SuxtMqqxDV+9ewglSgmSZ90CTxd+Fm99vPEYgBYsmD4atw65PqQrlvbQ6Vm8ce53aHTA6CkzESbgyuWu2uSnrHLg3HkMC/fFHbePFyw+S0xTafHNmwdQ06bHgDHJGNzLLS22ep0YRxh7YvFfxYcffohPPvkEixYtMt121113YdiwYVizZo1VE2VISAgqKtqvqKqqqoKTkxP8/f07fYxcLu/0vEyZTMbLL4Cv64jBj1lc2y4YHQFn596fo+hIbcIXsbZJVAA3h1hYq0RmaRNmJfT9lBilWou8Kq4iz+gY/05/bqHbQwYgwtcN+TUKlDVpEB0o/GKZm9vkchXX2xka5iXK105nfGUyTBsYgN9zqvD7pRokRvr16XrWfp2Ye22Lt4eUl5dj8uTJHW6fPHkyysutW5Vh0qRJHbrie/fuxdixY+3mhSRWVU1tOJLHHb66YFS4wNEQW5oYy33IPHGNn/1vF0qboGeBYC85gr1ceLmmNVyv+aoQOJLOmRbyiHxryM2MRdJ/daBtIr3aR/ndd991uP3bb7/FwIGWHS3U0tKCzMxMZGZmAuBW1GZmZqKoiFtQsmrVqnY91xUrVqCwsBArV65ETk4ONm/ejC+++ALPPfecpT8GuckPmaXQs9wmdGtUaSHiNSmeS5THr9bycj1joQGxnZ14M7EXRzfuobSHrSE3unVIMKQSBrkVzSioEeeHEEtZPPS6du1aLFy4EIcOHcKUKVPAMAyOHDmCP/74o9ME2p0zZ85g5syZpq+Nc4mLFy/Gli1bUF5ebkqaABAbG4s9e/bgmWeewUcffYSwsDD84x//oK0hfcSyLLadKgYA3DM6QuBoiK1NjOMS5cWyRl72U5oKDYj0tAuj64myVeBIOqpTqFHZxK3W7+08n1B83Z0xMc4PR6/U4reLFXh4erzQIfWZxYnynnvuwcmTJ/H+++/jhx9+AMuyGDp0KE6dOoVRo0ZZdK0ZM2aYFuN0ZsuWLR1umz59OhVf59nxq7XIr1HAQ+6EO0dSbdf+JsTbBbEB7sivUeB0fh1uHdq3ecpzxQ0AgKRIn74HZ0ViLmOXa+hNRvu7ie4MSnPMHRaCo1dq8Wt/TZQAMGbMGHz11Vd8x0IE8vUprtd+18gwu/yjJH03Mc4f+TUKHL9W26dEWa9QmxLPCBHWeL2RmMvY5RhqvIq5EHp3UoaF4OUfLyKjqAEVjW0I8RbvXLU5zJqjvHEJbVNTU7f/iH2paVFh70Vu0v2BCVECR0OEYpynPHGtb/OUpw0FseMD3eHtJu4FdlGGikF1CjWa28S1md9earx2JdjLBaOjfAAAe7Ptf1GPWYnS19cXVVVVAAAfHx/4+vp2+Ge8ndiX78+UQKNjkRTpg2Fh4p5TItYzMY5bxp9d3oQ6hbrX1zEmyvGxnW/XEhMPuRP83Q0VekTWqzSueLW3hTw3mpvoOKtfzRpn27dvH/z8uD+k/fv3WzUgYjt6PYtthmHXv1Bvsl8L8nRBQognciuacTivGneN7N0WoVP5XKKcENu3/XO2EunnhlqFGsV1StF8UNTq9Lhcye1DHWIHNV67MmdYCN7Yk4uT+XWoU6jh5977vdlCMytRTp8+3fT/2NhYREZGdlohp7i4mN/oiFUdyqtGUZ0Sni5OmDeCFvH0dzMGByG3ohkHLvUuUSpUWlwo43pC4+wkUUb5uSGzuEFUPcr8GgXUWj3cnaWI9BVfQXlzRfu7Y0ioF3LKm/B7TiXuGxspdEi9ZvE+ytjYWFRXV3e4va6uDrGxsbwERWzjiyPcSTB/GhMBV2epwNEQoc0YzB3SffByNfT6rlejdyWjqAE6PYtwH1e7OcxajHspjQt5Bod42v1RVXMNxQfs/YxKixMly7Kd1gBtaWmBi4t9r2zqTy5VNONwXg0kDPDgFPqAQ7hiE55yJ9Qp1MgqbbT48caFQOPtpDcJXF/QU1grokRpXMhjx/OTRsZ5ysNXatCi0vZwb/Eyey+AsRgAwzB4+eWX2528odPpcPLkSYwcOZL3AIl1bDb0Jucmhpj2k5H+TSaVYOrAAPxyoQK/Z1dipIX7IA8ZSiBOGRBgheisQ4xbRHLttCJPZwYFe5j26B64VIU77HSKx+weZUZGBjIyMsCyLM6fP2/6OiMjA7m5uUhKSuq0QAARn+pmFXZmlgIAlk2NEzgaIiYpw7g9lL9dtGyorE6hxnlDL3TaQPtLlCX1rdD1YrjZGnLKuaHXIXa6h/JGDMM4RO1Xs3uUxtWuS5cuxQcffNCnI6qIsL46UQi1Vo+RkT4YE01besh1sxKCIZMyyKtqwZWqFgwIMu/w3cN51WBZboN8kIgLod8s2MsFzlIJ1Do9yhtbESHw4pl6hRoVTW0A7K90XVfmJobg04NXsT+3Cm0aHVxk9rcewuI5yi+//JKSpB1rVevw1QnuQOaHkmlukrTn7SrD5HiuR2hJr/JwXg0AYPqgQKvEZS1SCYMIX27hkRgW9OQY9k9G+rnC00XcBRvMNSLcG6HeLlCodTh6pUbocHqlV/XKTp8+je+//x5FRUVQq9tvTt6xYwcvgRHr+PpkIWoVakT4uppWpBFyo7mJITh4uRo/Z5XjsZkDery/Ts/iwCVufnKanSVKgFvQc61GgaJaJSYLXJY0t9xYus5xOiMSCTf8uuVYAX69UIFbhvT9zFNbs7hHuX37dkyZMgXZ2dnYuXMnNBoNsrOzsW/fPnh7i2PDLulcm0aHzw5dAwA8PnMAnKQW//pJPzB3WAicpRJklzchu6znspSn8utQ06KCt6vMrla8Golpi4gjVOTpjHGeMi2nElqdXuBoLGfxO+Ubb7yB999/H7t374azszM++OAD5OTk4L777kNUFFV3EbNtp4pQ3axCuI8rFtBxWqQLvu7OuHVoEADg+/Sei4jsOc8d2D5nWDBkdvjhS0yJ0pEW8txoXIwvfN1kaFBqTNWb7InFr+qrV6/i9ttvBwDI5XIoFAowDINnnnkG//znP3kPkPCjTaPDpwevAgAemzkAzk7294ZGbOdPY7gPUj9mlkGt7boHoNOz+MWwmvG24aE2iY1vkSLZIsKVrjMkSgfrUTpJJZhtOJXmVwtXVIuBxe+Wfn5+aG7mfpnh4eG4cOECAKChoQFKpfCfyEjnvj1djMomFcK8XUxvgoR0ZdrAQAR5ylGnUGPXubIu73fkSo1p2NWe9k/eyNijLBQ4URbUKqHS6uHmLDXF5EiMxQd+u1jRq8pPQrI4USYnJyMtLQ0AcN999+Gpp57C8uXL8ec//xm33HIL7wGSvlOqtfho/xUAwCPUmyRmcJJKsNRQsenTg1e7fGP78ihXuOLuUeF2OewKXE+UDUoNGluFO27rkqEQuiOUruvM5PgAeMidUNmkQmZJg9DhWMTiV/bGjRtx//33AwBWrVqF5557DpWVlViwYAG++OIL3gMkfbfpUD6qmlWI8nPDfWOpN0nM85eJUfCUO+FKVUunZwpeqWrBgUvVYBhg6ZQY2wfIE3e5EwI8uJMthBx+za1wvBWvN3KRSTEzgZv7trfarxYlSq1Wi59++gkSCfcwiUSCF154Abt27cJ7771H51GKUFVzGz47xM1NvjB3MORO9rfZlwjDy0WGRZOjAQB/350DxU21OjfuywMA3DokGNH+7jaPj09imKc0Jkp7PlqrJ8Ytab9erADL2s/wq0WJ0snJCY888ghUKpW14iE8ez8tD0q1DiMjfXC7nS62IMJ5dMYARPi6orShFa/9nGN6c/s9uxI/ZJZBwnBbjeydGFa+XjKdQemYPUqAO6HG2UmCwlql6YOBPbB46HXChAnIyMiwRiyEZ3mVzfj2NHcw80u3D+n01BdCuuMud8KbC0YA4LYXPfNtJj4/fA3PfJcJAFieHIckC4uni5HQC3oUGqC80bFK13XGXe6EaQO5ohT2VPvV4so8jz76KJ599lmUlJRgzJgxcHdvP+QyYsQI3oIjvceyLNb8dBF6ltvfNi7G/jaCE3GYOjAAr81PxCs/XsAPmWX4IZNbBTs6ygfPzB4kcHT8EPoUkXLD00b4usLLQUrXdWVuYgh+z6nEz+fL8fStA+3iA7zFiXLhwoUAgCeffNJ0G8MwpnMqdTodf9GRXvsxswxHr9RC7iTB/942ROhwiJ3768RoxAW445tTRahqUuGWIUFYNjXWYao7CT30WqrkkoWjLuS5UcqwYDjvlOBKVQuyy5swLEz8Fd0sTpT5+fnWiIPwqEGpxms/ZwMAnrxloN0vtCDiMHlAACbb6V7JnhgPcC6tb4VWp7f5B4AyQ6J05IU8Rl4uMtySEIRfLlTgx8wyx0yU0dHR1oiD8OitX3NR06LGwCAPLE+m8yYJ6Umw543HbbXZ/DDzUoUxUTp+jxIA7hoZhl8uVGBXZhlenJsg+n2jFifKrVu3dvv9RYsW9ToY0ncnr9Vi2ymuPufrdw+n4gKEmEEiYRDh54pr1QoU1Sltmih1ehYVhhHfBAdeyHOjGYOD4OnihIqmNpzMr8OkeH+hQ+qWxYnyqaeeave1RqOBUqmEs7Mz3NzcLE6UH3/8Md555x2Ul5dj2LBh2LBhA5KTk7u8/0cffYSNGzeioKAAUVFReOmllyg5GzS1abDyu3MAgPvHRdrlSQ6ECCXaz82UKKfY8HkLapXQsAxcZZJ+M03iIpPitsRQfHumGLvOlYo+UVrc3aivr2/3r6WlBZcuXcLUqVOxbds2i6717bff4umnn8ZLL72EjIwMJCcnIzU1FUVFRZ3e/5NPPsGqVauwZs0aXLx4EWvXrsVjjz2Gn376ydIfwyGt+fEiShtaEeXnhv+7Y6jQ4RBiV4Ra0HPJsJ9wYLAHpCIfguTTXSPDAAA/Z5VDpRX3IlBexuUGDhyIN998s0Nvsyfvvfceli1bhoceeghDhgzBhg0bEBkZiU8++aTT+//73//Gww8/jIULFyIuLg73338/li1bhrfeeouPH8Ou/XSuDDsySiFhgPcXJsFD3qszuQnptyIFSpS5lY55tFZPJsT5I9hLjqY2rengb7HibQJLKpWirKzrUwZuplarkZ6ejpSUlHa3p6Sk4NixY50+RqVSwcXFpd1trq6uOHXqFDQa4YoZC62oVomXdp4HwFVJGRNNQ66EWEqovZTGCjWDg/tXopRKGNyZxPUq/5teInA03bO427Fr1652X7Msi/LycmzcuBFTppg/sl9TUwOdTofg4OB2twcHB6OiovOKDXPmzMHnn3+O+fPnY/To0UhPT8fmzZuh0WhQU1OD0NCOJdpUKlW7kntNTdwJ4hqNpk/J1fhYoRO0Uq3F8q2n0dSmxchIb6yYFiNYTGJpEzGhNmlPzO0R5sUVRi+sVdg0PmOiHBDgKsp2saa7R4Zi0+F8/JFbhbK6FgR6ygHY7nVi7vUtTpTz589v9zXDMAgMDMSsWbOwfv16Sy/XoSqDsXBBZ15++WVUVFRg4sSJYFkWwcHBWLJkCd5++21IpZ0X+163bh3Wrl3b4fa9e/fCza3vK9uMR44JgWWBf+VJcKlWAi8Zi7sDa5H226+CxWMkZJuIFbVJe2JsD7UOAJzQ2KrFdz/ugYcNCuQotUB5I/c2XJp9GnsuW/85xSbGQ4qCFmDd9n24Nbx9oXRrv07MPUPZ4kSp13d92rklAgICIJVKO/Qeq6qqOvQyjVxdXbF582Z89tlnqKysRGhoKP75z3/C09MTAQGdb4RetWoVVq5cafq6qakJkZGRSElJgZdX7/csaTQapKWlYfbs2ZDJhCk59dmhfGTU5kEmZfDPxeMwJlrY01vE0CZiQ23Sntjb471Lh1De2IYBoyZjdJSP1Z/vZH4dcPoMfJ1Z3JUqzjaxNkVwKf73h4s4r/DE+tQpYBjGZq8T4whjTyxOlK+++iqee+65Dr2x1tZWvPPOO3jllVfMuo6zszPGjBmDtLQ03H333abb09LScNddd3X7WJlMhogI7lzF7du344477jAd/XUzuVwOuVze6TX4+AXwdR1L/Se9BO+mccccrZ43DBMHBNk8hq4I1SZiRm3SnljbIz7QA+WNbSisb8OEeOvHd7mK69FEuLOibRNru2tUBF7fk4uCWiUySpoxIe76VhFrt4m517Z4Mc/atWvR0tLS4XalUtnpEGd3Vq5cic8//xybN29GTk4OnnnmGRQVFWHFihUAuN7gjXskL1++jK+++gp5eXk4deoU7r//fly4cAFvvPGGpT+GXUvLrsT/+28WAOChqbH4y4QogSMixDHEBnD7GPNrFDZ5vuxyrkcT3j+2T3bKXe6EOw1bRb49XSxwNJ2zuEfZ1RziuXPn4Odn2WrLhQsXora2Fq+++irKy8uRmJiIPXv2mMrklZeXt9tTqdPpsH79ely6dAkymQwzZ87EsWPHEBMTY+mPYbeOXanBY9+chU7P4k9jIuj4LEJ4FBfIZaxr1R07A9aQXWZMlPZziLE13Dc2EttOFWPPhXKsvnMY3ES2u83scHx9fcEwDBiGwaBBg9q9Oet0OrS0tJh6gpZ49NFH8eijj3b6vS1btrT7esiQIf36LMy07Eo89s1ZqLV63DokGG8uGE5JkhAexQV6ALBNj1Kt1SOvilvxGu7WvxPlyEgfDA72xKXKZnx/phiLJ0YKHVI7ZifKDRs2gGVZPPjgg1i7di28va9XfHd2dkZMTAwmTZpklSAJsONsCZ7/TxZ0eha3DgnGxgdGOcwRR4SIRZxh6LWgVgmdnrVqpZwrVS3Q6Fh4ujjBT6612vPYA4ZhsGRKDFbtOI8vjxbgL+PChQ6pHbMT5eLFiwEAsbGxmDx5cr+cdBaCXs9i4/4reC+NWze+YHQ43r5nBCVJQqwgzMcVzk4SqLV6lDW0WrU4unF+ckiIJximzWrPYy/uHhWOd367hNKGVqTlVAkdTjsWv9tOnz7dlCRbW1vR1NTU7h/hT3ObBg9/lW5Kkg9OicW7f0qiJEmIlUglDGIMZ1NetfI8pXF+sj+cQWkOF5kUf53IrU/58lihwNG0Z/E7rlKpxOOPP46goCB4eHjA19e33T/Cj4yiety18SjSsivhLJXg7XtG4JV5Q0V/bhsh9i4uwDbzlNnljQD6X43X7vxtYjScpRJkFDciv1noaK6zOFE+//zz2LdvHz7++GPI5XJ8/vnnWLt2LcLCwno8q5L0rE2jw7o9Objnk2O4VqNAqLcLvl8xCfeNE9fkNiGOKta08tV6iZJlWepRdiLQU246VeRAuXhGzixehPvTTz9h69atmDFjBh588EEkJydjwIABiI6Oxtdff42//OUv1ojT4bEsiz3nK/D2b7korOU2IS8YFY5X5g2Fj5uzwNER0n/E2WAvZWlDK5ratJBJGQwI9ECB1Z7J/ixLjsX36SU4V8vgWrUCg8N8hA7J8h5lXV0dYmNjAQBeXl6oq6sDAEydOhWHDh3iN7p+gGVZHLpcjbs/PobHvjmLwlolgjzl+HzRWLy3cCQlSUJszBZ7KY29yQFBnnB2Ek/PSQwSQrwwc3AAWDDYeOCq0OEA6EWijIuLQ0FBAQBg6NCh+O677wBwPU0fHx8+Y3NoSrUW350pxtwNh7Fo8ylkFjfAzVmKp28diP3PzcCtQzuvd0sIsS7jHGVZYxta1dY5UNi44nVoaO/rTTuyp2YNAADsPl+By5XCT1ZaPPS6dOlSnDt3DtOnT8eqVatw++2348MPP4RWq8V7771njRgdRptGh+NXa7HrXBl+u1gBpeGP0M1ZioXjIvHI9HgEebn0cBVCiDX5ujvD102GeqUG+TUKDA3jP5kZe5TWuLYjGBbmhRF+emTVSbBuTw6+XDpe0HgsTpTPPPOM6f8zZ85ETk4O0tPTER8fj6SkJF6Ds3fNbRqcL2lEZkkDjl+txcn8Oqi1109fifRzxV8mROPP46Pg7Ur7UgkRi9gAd9QXNVgtUV6khTw9mhelR3aDFPsvVePg5WpMHxQoWCx9rqgXHR1tqs3a36h0QGGtEg1tOtS0qFDa0Ib8mhYU1CiRX6NAWWMr2JsqU4V6u2D20GDcNTIco6N8qAQdISIUF+iBs0UNVpmnrG1RobShFQCQGO7dw737ryBX4G8To/DlsUKs3XURe55Khous83OHrc3sRHny5EnU1dUhNTXVdNvWrVuxevVqKBQKzJ8/Hx9++GGnR1o5mgalGpPW/YFWjRNw6ki39w33ccXISB+MjvbFtIEBGBDkQcmREJEzniJyzQorX7NKuP2TcYHu8HKRQaPR8P4cjuLxGXH4+XwFrtUosOH3PLyYmiBIHGYnyjVr1mDGjBmmRHn+/HksW7YMS5YswZAhQ/DOO+8gLCwMa9assVasouHlIoNax3UVXWUSBHq6IMDDGcFeLogNcEdMgDtiA9wRF+AOfw/H/+BAiKOJNxRHv1LFf4/yXEkDACApwof3azsaL1cZXpufiP/5dzr+eegqZg4ObHdepa2YnSgzMzPx97//3fT19u3bMWHCBGzatAkAEBkZidWrV/eLRCmRMPj96ak4fWQ/7p53G9W9JcTBDAq+nij1epbXiljGHuWICBp2NUfKsBAsGBWOHRmleOybDOx+YipCvG276NHs7SH19fUIDr6+ZeHgwYOYO3eu6etx48ahuFich25aQ4SvK+TCDJcTQqws2t8dzk4StGp0KKlv5e26LMsiy9CjHEE9SrO9dnciEkI8UdOiwt++OInaFpVNn9/sRBkcHIz8/HwAgFqtxtmzZ9sdq9Xc3Ew9K0KIQ5BKGNPwK5/7+Moa21DTooaThMEw2hpiNjdnJ/zzb2MR7CVHXlUL7vvsuE33V5qdKOfOnYsXX3wRhw8fxqpVq+Dm5obk5GTT97OyshAfH2+VIAkhxNaMw6+Xq/h7Qz5X3AAAGBziKdgKTnsV5e+Gb5ZPRLCXHFerFbhz4xH8mFlqk+c2O1G+9tprkEqlmD59OjZt2oRNmzbB2fl6ebXNmzcjJSXFKkESQoitDQrm9jheruAxUdKwa5/EB3rg5yeTMW1QINRaPUK9XW3yvGYv5gkMDMThw4fR2NgIDw8PSKXtPw19//338PDw4D1AQggRwsAg49Arfytfs4q5hTxJtJCn1wI85NiyZBwyihswJto2RztaXHDA27vzX7Cfn1+fgyGEELEYbDgn8mp1C3R6FtI+rnzV61lcKDWuePXpa3j9mkTC2CxJAr0oik4IIf1BpK8bXGVSqLR6Xo7culajQLNKCxeZxDT/SewDJUpCCOmERMKYepU5htM++sK4LWRYmDecpPTWa0/ot0UIIV0wFkTP5iVRUqEBe0WJkhBCumA8L9J4LFZfpBfWAwBGRvr0+VrEtihREkJIF/jqUbaotLhYxvUox8fSwkd7Q4mSEEK6MCTECxIGqG5Woaq5rdfXySxqgJ7lThOy1d4/wh9KlIQQ0gVXZ6npyK2c8t4XHjhTWAcAGBtjuy0NhD+CJ8qPP/4YsbGxcHFxwZgxY3D48OFu7//1118jKSkJbm5uCA0NxdKlS1FbW2ujaAkh/c3QMG7xjXEPZG+cKeDmJ8fG0LCrPRI0UX777bd4+umn8dJLLyEjIwPJyclITU1FUVFRp/c/cuQIFi1ahGXLluHixYv4/vvvcfr0aTz00EM2jpwQ0l+MCOcSpbFOq6U0Oj3OFnGJchz1KO2SoInyvffew7Jly/DQQw9hyJAh2LBhAyIjI/HJJ590ev8TJ04gJiYGTz75JGJjYzF16lQ8/PDDOHPmjI0jJ4T0FyOjfAAAmcUNYFnW4sdnlTRCqdbBx02GQUGePEdHbMHiEnZ8UavVSE9Px4svvtju9pSUFBw7dqzTx0yePBkvvfQS9uzZg9TUVFRVVeE///kPbr/99i6fR6VSQaW6fnZZUxO3ek2j0UCj0fQ6fuNj+3INR0Nt0hG1SXv22B6DA90glTCoalahuLYFoRYeGnz4chUAYEKML3Q6LXS69t+3xzaxNlu1ibnXFyxR1tTUQKfTtTsMGuDOvayoqOj0MZMnT8bXX3+NhQsXoq2tDVqtFnfeeSc+/PDDLp9n3bp1WLt2bYfb9+7dCzc3t779EADS0tL6fA1HQ23SEbVJe/bWHqGuUpQoGHy5az9G+lvWq9x9UQJAAq/WcuzZU9bl/eytTWzB2m2iVCrNup9gidKIYdoXGmZZtsNtRtnZ2XjyySfxyiuvYM6cOSgvL8fzzz+PFStW4Isvvuj0MatWrcLKlStNXzc1NSEyMhIpKSnw8ur9wakajQZpaWmYPXs2HVhtQG3SEbVJe/baHie02dh2ugSSwDjcNnew2Y9rVevw3Kl9AFgsv3OaaQXtjey1TazJVm1iHGHsiWCJMiAgAFKptEPvsaqqqkMv02jdunWYMmUKnn/+eQDAiBEj4O7ujuTkZLz22msIDQ3t8Bi5XA65XN7hdplMxssvgK/rOBJqk46oTdqzt/YYHe2HbadLkFXaZFHcJwoaoNGxCPV2wcAQ7y47AYD9tYktWLtNzL22YIt5nJ2dMWbMmA5d67S0NEyePLnTxyiVSkgk7UM2novZm0l2Qggxx2jDkU7nShrRptH1cO/rDlyqBgBMGRDQbZIk4iboqteVK1fi888/x+bNm5GTk4NnnnkGRUVFWLFiBQBu2HTRokWm+8+bNw87duzAJ598gmvXruHo0aN48sknMX78eISFhQn1YxBCHFxcgDuCveRQa/U4a6jZ2hOWZfFHTiUA4NYhQdYMj1iZoHOUCxcuRG1tLV599VWUl5cjMTERe/bsQXR0NACgvLy83Z7KJUuWoLm5GRs3bsSzzz4LHx8fzJo1C2+99ZZQPwIhpB9gGAZT4gOwI6MUx67WYvKAgB4fc7VagYJaJZylEiQPDLRBlMRaBF/M8+ijj+LRRx/t9HtbtmzpcNsTTzyBJ554wspREUJIe5Pi/bEjoxRHr9bgOfS8oOd3Q29yYrw/3OWCv9WSPhC8hB0hhNgDYy8yq6QRzW0977/be5FbqEjDrvaPEiUhhJgh3McVMf5u0OlZHMmr6fa+hbUKnC1qgIQB5gwLsVGExFooURJCiJlSDEnv5/Pl3d5vZ0YpAG61a7CXZZV8iPhQoiSEEDPdNpzbq70vt6rLbSIsy5oS5YLR4TaLjVgPJUpCCDFTUoQ3wn1coVTrcOBSVaf3OXKlBoW1Srg5S2nY1UFQoiSEEDMxDIPbR3C9ym9PF3d6n4/2XwEALBwXCTdnWu3qCChREkKIBf48PgoSBth/qbrDYc7phfU4ca0OMimD5clxAkVI+EaJkhBCLBAb4I55SVwlsH/8kWe6vU2jw0s7zwMA7h4VjjAfV0HiI/yjREkIIRZ6bOYAMAywN7sSmw5dg0qrw+ofLyK3ohn+7s54bo75J4wQ8aNESQghFhoU7IkX5iQAAF7fk4ORa9Pw7RluzvKde0cgyJO2hDgSSpSEENILK6bH4fGZAyBhgFaNDgEecnz8l9GYldD5MYHEftGSLEII6QWGYfDcnMF4ZEY88msUiA1wp5quDop+q4QQ0gfucickhnsLHQaxIhp6JYQQQrpBiZIQQgjpBiVKQgghpBuUKAkhhJBuUKIkhBBCukGJkhBCCOkGJUpCCCGkG/1uHyXLsgCApqamPl1Ho9FAqVSiqakJMpmMj9DsHrVJR9Qm7VF7dERt0pGt2sSYB4x5oSv9LlE2NzcDACIjIwWOhBBCiBg0NzfD27vrohEM21MqdTB6vR5lZWXw9PQEwzC9vk5TUxMiIyNRXFwMLy8vHiO0X9QmHVGbtEft0RG1SUe2ahOWZdHc3IywsDBIJF3PRPa7HqVEIkFERARv1/Py8qIX902oTTqiNmmP2qMjapOObNEm3fUkjWgxDyGEENINSpSEEEJINyhR9pJcLsfq1ashl8uFDkU0qE06ojZpj9qjI2qTjsTWJv1uMQ8hhBBiCepREkIIId2gREkIIYR0gxIlIYQQ0g1KlIQQQkg3KFH2wscff4zY2Fi4uLhgzJgxOHz4sNAh2cyaNWvAMEy7fyEhIabvsyyLNWvWICwsDK6urpgxYwYuXrwoYMT8O3ToEObNm4ewsDAwDIMffvih3ffNaQOVSoUnnngCAQEBcHd3x5133omSkhIb/hT86qlNlixZ0uF1M3HixHb3caQ2WbduHcaNGwdPT08EBQVh/vz5uHTpUrv79LfXiTltItbXCSVKC3377bd4+umn8dJLLyEjIwPJyclITU1FUVGR0KHZzLBhw1BeXm76d/78edP33n77bbz33nvYuHEjTp8+jZCQEMyePdtUY9cRKBQKJCUlYePGjZ1+35w2ePrpp7Fz505s374dR44cQUtLC+644w7odDpb/Ri86qlNAGDu3LntXjd79uxp931HapODBw/isccew4kTJ5CWlgatVouUlBQoFArTffrb68ScNgFE+jphiUXGjx/Prlixot1tCQkJ7IsvvihQRLa1evVqNikpqdPv6fV6NiQkhH3zzTdNt7W1tbHe3t7sp59+aqMIbQsAu3PnTtPX5rRBQ0MDK5PJ2O3bt5vuU1paykokEvbXX3+1WezWcnObsCzLLl68mL3rrru6fIyjt0lVVRULgD148CDLsvQ6YdmObcKy4n2dUI/SAmq1Gunp6UhJSWl3e0pKCo4dOyZQVLaXl5eHsLAwxMbG4v7778e1a9cAAPn5+aioqGjXPnK5HNOnT+837WNOG6Snp0Oj0bS7T1hYGBITEx26nQ4cOICgoCAMGjQIy5cvR1VVlel7jt4mjY2NAAA/Pz8A9DoBOraJkRhfJ5QoLVBTUwOdTofg4OB2twcHB6OiokKgqGxrwoQJ2Lp1K3777Tds2rQJFRUVmDx5Mmpra01t0J/bx5w2qKiogLOzM3x9fbu8j6NJTU3F119/jX379mH9+vU4ffo0Zs2aBZVKBcCx24RlWaxcuRJTp05FYmIiAHqddNYmgHhfJ/3u9BA+3Hw8F8uyfTqyy56kpqaa/j98+HBMmjQJ8fHx+Ne//mWadO/P7WPUmzZw5HZauHCh6f+JiYkYO3YsoqOj8fPPP2PBggVdPs4R2uTxxx9HVlYWjhw50uF7/fV10lWbiPV1Qj1KCwQEBEAqlXb45FJVVdXhk2F/4e7ujuHDhyMvL8+0+rU/t485bRASEgK1Wo36+vou7+PoQkNDER0djby8PACO2yZPPPEEdu3ahf3797c73q8/v066apPOiOV1QonSAs7OzhgzZgzS0tLa3Z6WlobJkycLFJWwVCoVcnJyEBoaitjYWISEhLRrH7VajYMHD/ab9jGnDcaMGQOZTNbuPuXl5bhw4UK/aafa2loUFxcjNDQUgOO1CcuyePzxx7Fjxw7s27cPsbGx7b7fH18nPbVJZ0TzOrHaMiEHtX37dlYmk7FffPEFm52dzT799NOsu7s7W1BQIHRoNvHss8+yBw4cYK9du8aeOHGCveOOO1hPT0/Tz//mm2+y3t7e7I4dO9jz58+zf/7zn9nQ0FC2qalJ4Mj509zczGZkZLAZGRksAPa9995jMzIy2MLCQpZlzWuDFStWsBEREezvv//Onj17lp01axablJTEarVaoX6sPumuTZqbm9lnn32WPXbsGJufn8/u37+fnTRpEhseHu6wbfLII4+w3t7e7IEDB9jy8nLTP6VSabpPf3ud9NQmYn6dUKLshY8++oiNjo5mnZ2d2dGjR7db3uzoFi5cyIaGhrIymYwNCwtjFyxYwF68eNH0fb1ez65evZoNCQlh5XI5O23aNPb8+fMCRsy//fv3swA6/Fu8eDHLsua1QWtrK/v444+zfn5+rKurK3vHHXewRUVFAvw0/OiuTZRKJZuSksIGBgayMpmMjYqKYhcvXtzh53WkNumsLQCwX375pek+/e110lObiPl1QsdsEUIIId2gOUpCCCGkG5QoCSGEkG5QoiSEEEK6QYmSEEII6QYlSkIIIaQblCgJIYSQblCiJIQQQrpBiZIQQgjpBiVKQhzEkiVLMH/+/A63HzhwAAzDoKGhweYxEeIIKFESQggh3aBESUg/smbNGowcObLdbRs2bEBMTEy727788ksMGTIELi4uSEhIwMcff2y7IAkRGTq4mRDSzqZNm7B69Wps3LgRo0aNQkZGBpYvXw53d3csXrxY6PAIsTlKlIQ4kN27d8PDw6PdbTqdzqJr/P3vf8f69etNJ8rHxsYiOzsbn332GSVK0i9RoiTEgcycOROffPJJu9tOnjyJv/71r2Y9vrq6GsXFxVi2bBmWL19uul2r1cLb25vXWAmxF5QoCXEg7u7uGDBgQLvbSkpKTP+XSCS4+WQ9jUZj+r9erwfADb9OmDCh3f2kUinf4RJiFyhREtKPBAYGoqKiAizLgmEYAEBmZqbp+8HBwQgPD8e1a9fwl7/8RaAoCREXSpSE9CMzZsxAdXU13n77bfzpT3/Cr7/+il9++QVeXl6m+6xZswZPPvkkvLy8kJqaCpVKhTNnzqC+vh4rV64UMHpChEHbQwjpR4YMGYKPP/4YH330EZKSknDq1Ck899xz7e7z0EMP4fPPP8eWLVswfPhwTJ8+HVu2bEFsbKxAURMiLIa9ecKCEEIIISbUoySEEEK6QYmSEEII6QYlSkIIIaQblCgJIYSQblCiJIQQQrpBiZIQQgjpBiVKQgghpBuUKAkhhJBuUKIkhBBCukGJkhBCCOkGJUpCCCGkG5QoCSGEkG78f4N5L+pfIKqMAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -18,7 +18,8 @@ ], "source": [ "import sys\n", - "sys.path.insert(0, \"../../\")\n", + "\n", + "sys.path.insert(0, \"../\")\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", @@ -44,7 +45,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -85,7 +86,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.1.-1" + "version": "3.12.2" } }, "nbformat": 4,