shared_fooの不要ディレクトリ削除前のもの
Revision | 10a8e4cfb64400df6df81cc5638a93338c12a7e9 (tree) |
---|---|
Time | 2017-03-08 22:10:37 |
Author | suikan <suikan@user...> |
Commiter | suikan |
Edited pulse
@@ -13,7 +13,7 @@ | ||
13 | 13 | }, |
14 | 14 | { |
15 | 15 | "cell_type": "code", |
16 | - "execution_count": 29, | |
16 | + "execution_count": 2, | |
17 | 17 | "metadata": { |
18 | 18 | "collapsed": false, |
19 | 19 | "scrolled": true |
@@ -110,7 +110,7 @@ | ||
110 | 110 | }, |
111 | 111 | { |
112 | 112 | "cell_type": "code", |
113 | - "execution_count": 30, | |
113 | + "execution_count": 3, | |
114 | 114 | "metadata": { |
115 | 115 | "collapsed": false |
116 | 116 | }, |
@@ -119,7 +119,7 @@ | ||
119 | 119 | "data": { |
120 | 120 | "image/png": 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kUET+JSKJdV2HEjxa55t0nR8CFBhjAvev9N8A7arcl2r/VxH5I3A+VlEfEpHJ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\nRqPRaCzJ/wOxkrs30fmfYAAAAABJRU5ErkJggg==\n", |
121 | 121 | "text/plain": [ |
122 | - "<matplotlib.figure.Figure at 0x7fcf96f8a470>" | |
122 | + "<matplotlib.figure.Figure at 0x7fef3423a5c0>" | |
123 | 123 | ] |
124 | 124 | }, |
125 | 125 | "metadata": {}, |
@@ -147,7 +147,7 @@ | ||
147 | 147 | }, |
148 | 148 | { |
149 | 149 | "cell_type": "code", |
150 | - "execution_count": 31, | |
150 | + "execution_count": 4, | |
151 | 151 | "metadata": { |
152 | 152 | "collapsed": false, |
153 | 153 | "scrolled": true |
@@ -157,7 +157,7 @@ | ||
157 | 157 | "data": { |
158 | 158 | "image/png": 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Sd/DNKbeibX5eCJsWw/g74LYfYfIf4Zy/43HPZk76Dueyo4+x7uMXHOpSZ5Lo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\nQrfe7uHwEL4LILxyQXhlK1S5MtKtXBmoJmCMb7vOxqXFGFMjIiuMMdN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|
159 | 159 | "text/plain": [ |
160 | - "<matplotlib.figure.Figure at 0x7fcf96f03ac8>" | |
160 | + "<matplotlib.figure.Figure at 0x7fef06a02cf8>" | |
161 | 161 | ] |
162 | 162 | }, |
163 | 163 | "metadata": {}, |
@@ -185,7 +185,7 @@ | ||
185 | 185 | }, |
186 | 186 | { |
187 | 187 | "cell_type": "code", |
188 | - "execution_count": 35, | |
188 | + "execution_count": 25, | |
189 | 189 | "metadata": { |
190 | 190 | "collapsed": false |
191 | 191 | }, |
@@ -196,15 +196,15 @@ | ||
196 | 196 | "[-50, 2050, -0.25, 1.05]" |
197 | 197 | ] |
198 | 198 | }, |
199 | - "execution_count": 35, | |
199 | + "execution_count": 25, | |
200 | 200 | "metadata": {}, |
201 | 201 | "output_type": "execute_result" |
202 | 202 | }, |
203 | 203 | { |
204 | 204 | "data": { |
205 | - "image/png": 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LqNXZxCIhTyUgAdW9Qzx3nz2Quau2MH3OSq/jiMghqAQk4M7LSuXMo7vy4HsFLCre7nUc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\nEZEIphIQEYlg/wefjFd3jACLTQAAAABJRU5ErkJggg==\n", 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205 | + "image/png": 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Zf69nZ2ExGW2bcNe5XRnSKdnraDWmEhAJcRUVjle+2cQj764m0ozf/qQ7l2dq\nraAuHDpSxstfb+Jv89az+2AJA9sncdvZnRnaqVnIzm+VgEg9sXnPYe5+fQlfr9/LqR2a8f9G9aRz\nCJyBGgoKDpcy/auNPP/FBvYfLuX0zsncclYnBoXQSV7HoxIQqUcqKhyvLtjMn97L4dCRMm44rT23\nDeusK5KepC17D/P85xuYlbWFwyXlDOvWnJvP7hRS2/x/iI4OEqlHIiKMcYPaMbxnCx57bzXPfrae\nt7K3c/fwrlzUtzUREaG5ySLQFm3ex3Pz1vPe8p1EmHFhn1bccHp7erZq7HU0z2lNQCSELNy0jwfm\nLGf5tkK6t0zknuFd+VGXlJDdfl2XjpSV897ynUz/ahMLN+0jMS6KKwe147oh6fXiJK/j0eYgkXqu\nosLxf8t28MT7OWzee5hTOzRjwrldGJDu3X1qg8nmPYf5x/zNvJa1hT2HSmib1JDrh6ZzeWZaWGxG\nUwmIhImSsgpenb+ZSZ+srTyyJT2JX5zVkTPDcM3gSFk5c1fn8er8LXy2Np8IM4Z1a85Vg9txWqfk\nsNpsphIQCTNFJeXMXLCZqZ+tZ3tBMT1aJvLT09rzk94tiYuuv5egcM6xcNM+3li8jbeX7qCgqJQW\niXGMGZjGFQPSaNk4PM+vCGgJmFkSMBNIBzYClzvn9h01ThowHUgFHDDVOfe/1Xl9lYBI9ZWUVfDP\n7G08++91rMs/RJOG0VzWvw3jBrUjvZ5chsI5x4rthby/YidvZW9n897DxEVHMLxnCy7OaMPQjs2I\nigy9yzn7U6BL4E/AXufco2Z2L9DUOXfPUeO0BFo65xaZWQKwELjIObfyh15fJSBSc845vlq/h5e/\n3sQHK3ZRVuHo364po/q2YmSvliQ3ivU6Yo2UV1R+439v+U7eX7GTbfuLiDA4tWMzLu7XhuGntKBR\nGGzrr65Al0AOcKZzbodvYf+pc67rD/zNW8BTzrkPf+j1VQIitZNXWMxrC7fyryXbWb3zAJERxpCO\nzRjWrTlndWtOu2bBuYawac8h5q3dzedrd/Plut0UFpcRExnBaZ2TOa9nKud0T6VZiJVZoAS6BPY7\n55r4Hhuw79vnxxk/HfgMOMU5V3icccYD4wHatm3bf9OmTSedT0T+I2fnAeYs2ca7y3ayfvchADok\nx3NGlxT6t2tKZnpTT7ajl5RVsGpHIYs37yN7y36yNu1j674iAFo1juO0zsmc0SWFH3VJCembtwSK\n30vAzD75TI5KAAAG3ElEQVQCWhzjV/cDf6+60Dezfc65Y556Z2aNgH8D/+Oce6M64bQmIFI3Nu05\nxKc5+XyyOo/5G/ZSVFoOQOsmDejVujFdWiTQJbURXVITaJvU0C87mItLy9lZUMy6/IOszTvIml0H\nyM07yOqdBygpqwCgeUIsGW2bMqRTM4Z2SqZDcnzYHelUW0G5OcjMooH/A953zv2luq+vEhCpe2Xl\nFazacYCsTXvJ2rSPVdsL2bjnEBVVFg1J8TG0bBxHy8ZxNG4QQ0JcFI1io2gYG0mEbyHtHFQ4x+GS\nMg4UV/4UFpWys7CYnQXF7DlU8r3ppibG0iU1gW4tEujXtil905rQsnGcFvq1FOgSeBzYU2XHcJJz\n7u6jxjHg71TuQL6jJq+vEhDxRnFpOevyK7+tb91bxPaCYnYWFLGjoJgDxWUcPFL5U17x38uPyAj7\nriQS4qJJTYylZeMGtGocR4vGcXRIiadT8wQaN9CmnboQ6GsHPQrMMrMbgE3A5b4QrYDnnHMjgaHA\n1cAyM8v2/d19zrl3ajltEakjcdGR9GzV+ITX1nHOUVxagcNhVH57N4PYqAh9mw8htSoB59weYNgx\nhm8HRvoefw7oEyFSz5gZDWLq78lo4SK8z6oQEQlzKgERkTCmEhARCWNBfQE5M8uncofz8SQDuwMU\np6aCORsoX20pX+0o38n7oWztnHMp1X2xoC6BH2JmWTU5FCqQgjkbKF9tKV/tKN/J83c2bQ4SEQlj\nKgERkTAW6iUw1esAJxDM2UD5akv5akf5Tp5fs4X0PgEREamdUF8TEBGRWgjJEjCz4WaWY2a5vgvX\neZEhzczmmtlKM1thZrf7hj9oZtvMLNv3M7LK3/zGlznHzM4LQMaNZrbMlyPLNyzJzD40s7W+f5tW\nGT8g+cysa5X5k21mhWZ2h5fzzsxeMLM8M1teZViN55WZ9ffN81wzm2h+uojOcfI9bmarzWypmb1p\nZt/e2yPdzIqqzMdnPMpX4/czwPlmVsm28dtrmwV6/p1gWRKYz59zLqR+gEhgHdABiAGWAD08yNES\nyPA9TgDWAD2AB4G7jjF+D1/WWKC9778hso4zbgSSjxr2J+Be3+N7gce8ylfl/dwJtPNy3gFnABnA\n8trMK2A+MJjK62W9C4yow3znAlG+x49VyZdedbyjXieQ+Wr8fgYy31G//zPwey/mH8dflgTk8xeK\nawIDgVzn3HrnXAkwAxgV6BDOuR3OuUW+xweAVUDrE/zJKGCGc+6Ic24DkEvlf0ugjaLy0t74/r3I\n43zDgHXOuROdFFjn2ZxznwF7jzHdas8rq7ynRqJz7mtX+X/k9Cp/4/d8zrkPnHNlvqdfA21O9BqB\nzncCQTH/vuX7tnw58OqJXqOu8p1gWRKQz18olkBrYEuV51s58cK3zlnlbTP7Ad/4Bt3qW0V/ocoq\nnBe5HfCRmS20ytt2AqQ653b4Hu8EUj3MBzCG7//PFyzzDmo+r1r7Hh89PBB+SuU3v2+1923K+LeZ\nne4b5kW+mryfXs2/04Fdzrm1VYZ5Mv+OWpYE5PMXiiUQVKzytpmvA3e4yvsmT6FyU1VfYAeVq5le\nOc051xcYAdxsZmdU/aXv24Jnh4eZWQxwIfCab1Awzbvv8XpenYiZ3Q+UAa/4Bu0A2vre+wnAP8ws\n0YNoQft+HmUs3/8i4sn8O8ay5Dt1+fkLxRLYBqRVed7GNyzgrPK2ma8DrzjffZOdc7ucc+XOuQrg\nb/xns0XAczvntvn+zQPe9GXZ5Vtt/Hb1Ns+rfFSW0yLn3C5fzqCZdz41nVfb+P4mmTrPaWbXAT8B\nxvkWFPg2E+zxPV5I5TbjLoHOdxLvpxfzLwq4BJhZJXfA59+xliUE6PMXiiWwAOhsZu193yTHAHMC\nHcK3HfF5YJWrct/kb980n4uBb49GmAOMMbNYM2sPdKZyJ05d5Ys3s4RvH1O5E3G5L8e1vtGuBd7y\nIp/P976BBcu8q6JG88q36l5oZoN9n49rqvyN35nZcOBu4ELn3OEqw1PMLNL3uIMv33oP8tXo/Qx0\nPp9zgNXOue82owR6/h1vWUKgPn+13bPtxQ+Vdy1bQ2VD3+9RhtOoXD1bCmT7fkYCLwHLfMPnAC2r\n/M39vsw5+OmohxPk60DlEQRLgBXfziegGfAxsBb4iMr7QnuRLx7YAzSuMsyzeUdlGe0ASqnclnrD\nycwrIJPKhd064Cl8J2TWUb5cKrcNf/v5e8Y37qW+9zwbWARc4FG+Gr+fgcznG/4icNNR4wZ0/nH8\nZUlAPn86Y1hEJIyF4uYgERHxE5WAiEgYUwmIiIQxlYCISBhTCYiIhDGVgIhIGFMJiIiEMZWAiEgY\n+/9bJX3RtPCaSwAAAABJRU5ErkJggg==\n", | |
206 | 206 | "text/plain": [ |
207 | - "<matplotlib.figure.Figure at 0x7fcf96764240>" | |
207 | + "<matplotlib.figure.Figure at 0x7fef06605eb8>" | |
208 | 208 | ] |
209 | 209 | }, |
210 | 210 | "metadata": {}, |
@@ -212,7 +212,7 @@ | ||
212 | 212 | } |
213 | 213 | ], |
214 | 214 | "source": [ |
215 | - "r=range(2000)\n", | |
215 | + "r=range(1,2000)\n", | |
216 | 216 | "coeff = 0.001\n", |
217 | 217 | "sc = np.sinc([value*coeff for value in r])\n", |
218 | 218 | "\n", |
@@ -229,7 +229,7 @@ | ||
229 | 229 | }, |
230 | 230 | { |
231 | 231 | "cell_type": "code", |
232 | - "execution_count": 37, | |
232 | + "execution_count": 6, | |
233 | 233 | "metadata": { |
234 | 234 | "collapsed": false |
235 | 235 | }, |
@@ -240,15 +240,15 @@ | ||
240 | 240 | "[-50, 2050, -23, 3]" |
241 | 241 | ] |
242 | 242 | }, |
243 | - "execution_count": 37, | |
243 | + "execution_count": 6, | |
244 | 244 | "metadata": {}, |
245 | 245 | "output_type": "execute_result" |
246 | 246 | }, |
247 | 247 | { |
248 | 248 | "data": { |
249 | - "image/png": 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249 | + "image/png": 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jJdHHDWcU8+a6BlbXNXsdRyRqqfglrHx5cjFpiT5+t0Br/SLBouKXsJKZmsBVk4p4acVW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\n", | |
250 | 250 | "text/plain": [ |
251 | - "<matplotlib.figure.Figure at 0x7fcf96649b00>" | |
251 | + "<matplotlib.figure.Figure at 0x7fef068a5a58>" | |
252 | 252 | ] |
253 | 253 | }, |
254 | 254 | "metadata": {}, |