{ "metadata": { "name": "ExtendedMandelbrot" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "def mjcore(z, c, niter, func, bound=2, bound_func=None):\n", " if bound_func is not None:\n", " print('Warning: bound_func not None. Ignoring r bound')\n", "\n", " M = zeros(z.shape)\n", " \n", " Mf = M.flat\n", " zf = z.flat\n", " cf = c.flat\n", " \n", " for _ in range(niter):\n", " if bound_func is not None:\n", " mask = find(bound_func(z))\n", " else:\n", " mask = find(abs(z) < bound)\n", " \n", " Mf[mask] += 1\n", " zf[mask] = func(zf[mask], cf[mask])\n", " \n", " Mf[mask] = 0\n", " \n", " return M" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 63 }, { "cell_type": "code", "collapsed": false, "input": [ "def mandelbrot(cmin, cmax, hpx, niter, z0=0, func=lambda z, c: z**2 + c, bound=2, bound_func=None):\n", " vpx = round(hpx * abs((cmax.imag - cmin.imag) / (cmax.real - cmin.real)))\n", " \n", " cRe, cIm = meshgrid(linspace(cmin.real, cmax.real, hpx),\n", " linspace(cmin.imag, cmax.imag, vpx))\n", " c = cRe + cIm * 1j\n", " \n", " if z0 == 'c':\n", " z = c\n", " else:\n", " z = zeros((vpx, hpx), dtype=complex128) + z0\n", " \n", " return mjcore(z, c, niter, func, bound, bound_func)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 77 }, { "cell_type": "code", "collapsed": false, "input": [ "def julia(zmin, zmax, hpx, niter, c, func=lambda z, c: z**2 + c, bound=2, bound_func=None):\n", " vpx=round(hpx * abs((zmax-zmin).imag / (zmax-zmin).real))\n", " \n", " zRe, zIm = meshgrid(linspace(zmin.real, zmax.real, hpx), \n", " linspace(zmin.imag, zmax.imag, vpx))\n", " \n", " z = zRe + zIm * 1j\n", " cc = empty(z.shape, dtype=complex128)\n", " cc.flat[:] = c\n", " \n", " return mjcore(z, cc, niter, func, bound, bound_func)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 65 }, { "cell_type": "code", "collapsed": false, "input": [ "Msin = mandelbrot(-1.2 * pi + 0.9 * pi * 1j, 1.2 * pi - 0.9 * pi * 1j, 320, 64, \n", " z0='c', func=lambda z,c: c * sin(z), bound_func=lambda z: abs(z.imag)<=50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Warning: bound_func not None. Ignoring r bound\n" ] } ], "prompt_number": 31 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Msin)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 32, "text": [ "" ] }, { "output_type": "display_data", "png": 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mCrUoW6lCgZAzRPN9bSOPP3YMmvtFji68ErLdZh7qekQmlNtqQlDJqUJkfAZY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\n+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} ], "prompt_number": 32 }, { "cell_type": "code", "collapsed": false, "input": [ "Jsin = julia(-2.4 *pi + 1.8 * pi * 1j, 2.4 * pi - 1.8 * pi * 1j, 320, 64, 1 + 0.5j,\n", " func=lambda z,c: c * sin(z), bound_func=lambda z: abs(z.imag) <= 50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Warning: bound_func not None. Ignoring r bound\n" ] } ], "prompt_number": 59 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jsin)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 60, "text": [ "" ] }, { "output_type": "display_data", "png": 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3gi7aiPZgF/GewcRAAmF1zNTVV5IHKwjzUUVMrJF+KTvoC8FSCaoNzkRs0fsB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} ], "prompt_number": 60 }, { "cell_type": "code", "collapsed": false, "input": [ "Mcos = mandelbrot(-1.2 * pi + 0.9 * pi * 1j, 1.2 * pi - 0.9 * pi * 1j, 320, 64, z0='c', \n", " func=lambda z, c: 1j * c * cos(z), bound_func=lambda z: abs(z.imag)<=50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Warning: bound_func not None. Ignoring r bound\n" ] } ], "prompt_number": 68 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mcos)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 69, "text": [ "" ] }, { "output_type": "display_data", "png": 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2sVxFWy50k3V+pCc1nka5Eu861POFkrE6Uawb/NxRdV6rh3wh1pIElSqiMFJP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\nsAfDpVctYWIhsCy350pmEIbGFKd5gQny8NtoLNbLzbdmDlOUyoUzaTV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} ], "prompt_number": 69 }, { "cell_type": "code", "collapsed": false, "input": [ "Jcos = julia(-2.4 * pi + 1.8 * pi * 1j, 2.4 * pi - 1.8 * pi * 1j, 320, 64, 0.55 + 1.195j,\n", " func=lambda z, c: 1j * c * cos(z), bound_func=lambda z: abs(z.imag) <= 50)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Warning: bound_func not None. Ignoring r bound\n" ] } ], "prompt_number": 70 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jcos)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 71, "text": [ "" ] }, { "output_type": "display_data", "png": 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QagT7S2DdTJTZyhkPmhj7aDqpWWrMSckoaknSsgBvf3cmMPs2DC1MNE3wkqtW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} ], "prompt_number": 71 }, { "cell_type": "code", "collapsed": false, "input": [ "Mtan = mandelbrot(-1.4 + 1.4j, 1.4 - 1.4j, 320, 64, z0='c', func=lambda z, c: c * tan(z))" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 72 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mtan)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 73, "text": [ "" ] }, { "output_type": "display_data", "png": 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NgXiZr5iBd4EsyPj/suh96Ca6arvgNTeZazQ0nNmwkERTErElmTT/BrFMxp0Q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\nb0Z359P+O0tQLidhNfJC0IYQCde7y4L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} ], "prompt_number": 73 }, { "cell_type": "code", "collapsed": false, "input": [ "Jtan = julia(-1.4 + 1.4j, 1.4 - 1.4j, 320, 64, (1 + 1j) * sqrt(2) / 2, func=lambda z, c: c * tan(z))" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 74 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jtan)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 75, "text": [ "" ] }, { "output_type": "display_data", "png": 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PxCMiFRLXiYHutTPWc7sDYKMUA4nEz8xHzMY17pcZbIWWVtB9hBCCBAIlBtPA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\n9bMgxCLR8SW++vFVPv9uq2u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} ], "prompt_number": 75 }, { "cell_type": "code", "collapsed": false, "input": [ "Mexp1 = mandelbrot(-1.4 + 2j, 1.4 - 2j, 240, 64, func=lambda z, c: c * exp(z**2))" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 78 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mexp1)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 79, "text": [ "" ] }, { "output_type": "display_data", "png": 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TH/p8AwfiG31mzBecBnxrp/p0B64HogzvG+UHHn4Kfr8OSo4hwiDaAysnyFi4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\n1DJsVbRNAaqqqhg/fjzV1dVotVqmTZv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} ], "prompt_number": 79 }, { "cell_type": "code", "collapsed": false, "input": [ "Mexp2=mandelbrot(-2.2 + 2j, 1 - 2j, 240, 64, func=lambda z, c: exp(z**2) + c)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 80 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mexp2)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 81, "text": [ "" ] }, { "output_type": "display_data", "png": 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Lc4ChwBhY9dodaGTXboxQFKpfVCbAI6u46ehbXFr5BpV7dbQdKIOOKoQp3d4N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\n" } ], "prompt_number": 81 }, { "cell_type": "code", "collapsed": false, "input": [ "Mcactus = mandelbrot(-0.8 + 0.6j, 0.8 - 0.6j, 320, 64, z0='c', func=lambda z, c: z**3 + (c - 1) * z - c)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 82 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mcactus)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 83, "text": [ "" ] }, { "output_type": "display_data", "png": 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FwMQi7IyxYc8/xlA1ok6rmCZi7LbkcMTHQND6nuPkOAfh/n4LLDnuueRmpg8E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\n" } ], "prompt_number": 83 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next fractal is called the burning ship." ] }, { "cell_type": "code", "collapsed": false, "input": [ "Mbs = mandelbrot(-2.5 - 2j, 1.5 + 1j, 320, 64, func=lambda z, c: (abs(z.real) + 1j * abs(z.imag))**2 + c, bound=200)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 84 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mbs)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 85, "text": [ "" ] }, { "output_type": "display_data", "png": 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13dqwLleIT3AjK0uYjcMOD+XAnv4UXHQWpd6iEV3r8lyLfkBXIAZhVWZi6U1r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\nOUwcIQAAAABJRU5ErkJggg==\n" } ], "prompt_number": 85 }, { "cell_type": "code", "collapsed": false, "input": [ "Mbsz=mandelbrot(-1.8 - 0.06j, -1.7 + 0.02j, 320, 64, func=lambda z, c: (abs(z.real)+ 1j * abs(z.imag))**2 + c, bound=200)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 86 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mbsz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 87, "text": [ "" ] }, { "output_type": "display_data", "png": 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DjRenoJ/zjPGzNvGkrhdqCtlMNV2Jm+gBZ+hEu5Y3iI0ywz/L83/zu96HCn//jCyBrDht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9QHjpwfDUlnxqKvEDO4WyJPUqyQxmXR9eEJwrSMGZh0gBnFSxjYZRMpbTtzrKgDu1cPIG3YKSKW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6GVKpDoEBhHqQjQ9lxI9FjP89hS+/O4PjITWl/go6Nk1lgtcRuo/J4otFkbgFlXO4USBjBl1B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\nibdII4YURDHzQp2Qf4PsqgH5crU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} ], "prompt_number": 87 }, { "cell_type": "markdown", "metadata": {}, "source": [ "And this next fractal is called the bird of prey." ] }, { "cell_type": "code", "collapsed": false, "input": [ "Mbs3 = mandelbrot(-1.5 - 1.5j, 1.5 + 1.5j, 320, 64, func=lambda z, c: (abs(z.real) + 1j * abs(z.imag))**3 + c, bound=200)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 88 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mbs3)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 89, "text": [ "" ] }, { "output_type": "display_data", "png": 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RSthg8PczYEz0J7D8ECev/5aDac7lk1y8PJ6f9t3E6tgA2IrQBAow1xtp4Nmz\nNkHUd3nTErQS+Nko5vO+KjBKQ2AZjmWEem80oo8mKqkjUjyJ+hYG5sAi6lOIc3Qd6XDzcR4snsea\nGwP5beHT3DVjNkePJbGmOrn1CQKA3GLW6VOEm09WLJNbCOJOrt7U1c1MtT5oZ9pCTX9jEcIiFlF/\noDfQEaY/8C70BH2nKmJHHmNGnwXsXnYBPQJsu18taR9UzuANg/k2azaXd10OTwSIWIJ8hLdAZnQ3\niCVQU4WQGjWqrUT8ra6BghowFkCFFAQVOCYI6vCmiENLfHCZ0FQagbWKyKbWXdEK9IMXb/8HT/aa\nS/E7Ozh/yZtk6bvQrzKXld1HQEQs/L67CcblRXS5HMIccIHqMDeekqjlt1wWSJesyS1LOAT3LeIa\n5WvaxecQ/Xk6m/4bSPWSKn4yJjs8zD4fDqH7EAPffnCVcB3uRcxtWdGt3PS4BM4UBM6u5x3VCMCs\nkrQkrWqZ0FTFJa25JBWUUJiR9xbz332cXtNvp7j6dULDq6mNas/QgJM8N/57Vr/fi+pK58JhfZLa\nDIgfBAV+ZseBjazj+tdUlcDqQzTamf6PA7+IWvRda4jrnknpjJ95/I3fybn/GP/++G8IV4YTBOlI\nzLmS3Uv7svt1REBRHmb3IZgzD63OhyqcEwTOuAhrnHhvy+BjwkBH09SUs3XMcPxnGwhdYiA2o4Dz\nH32K9q/sxm/BMI5168O3L1ax4sOedB9eyb71vtlSyymyd0PqedAt4cyPTJ0DJgNxpHFQlmiMBOJq\nCW9fRHxkDmdH7iRyx0H++iqQgaU7+H1jNPfGdsWUPeUUI/6vmo3FF3BO+E6OHewrXIclmKMLLXMN\nSuFMieBMIFCF6YCOKtbeX2HKx5YJ0Xi+tLetLr7hgB66K7AQAtqV8+XACezQneJfQVNR9LUYiywb\nbrYBAoLg0YfEY7VmoK49EIqwLwQBsVW073CKboGHSfHbyxS/ZfSetYfUlbMJwADltZRWuCfge73T\nnfxrLyb/6zh0h6DmgF4sD2oR2sEpGs7Z+twD9ZOFOF4n0pmlgaQ5qxnZo1W4Fl1pv9UYtjIaTQFM\nkX7QS2HahPfJNSh8v7A9H816jMxXo+hxfyVvbZvKb6uca97ZGhiSdSn+1KKnmmAqCA8pICSvktD9\npXxZfBbtKKADp+hMFkPZysHFYSxY62C4tROMHXGIQ4ZOxH56Bb9tGCFqR+YABxCCKBshDNTaucw/\nqFP/7J2+Y3VsAAAgAElEQVSxE7gSI9DcBUzs4fM2Az2e73Bkr32a6XxT4Imz5vL3MS8wZvVKGDKK\nd7sfYmNFIcwPgJgwLBzVbYK8a1bgRx3+1BKAgSAq0RfVQibkVxSQj4j4hVCWMrJJxnCJcpBlQ7+g\nz7W/sP+vHuboxWOYqxLJVAE1ZwgCGfLoCK5oBNV4W0KSLXxEGHgyulBasewdT5i9dZUGPpg2lZ9X\nXcDAt17jz6Mb2bja9JYaAzHhRyk46aPeWTfI3KJW61umKa3+xkDuf/ElcnYPoe6kv0hFPomYr3WI\nOWjAvBLww5xM2ABHA4AcdR9aUoc3hh5bwwd+ye4WL5UEYi682bggAKjpFkDmr715fvI9HB18prch\nvKNvfMmtkb9dZmBV1XiUY7VCEziFmPzFCIUvjzNrFp5hNHRGI3A1fNj7DYcSLxcG7nakkT6uGMQk\nb+xYqoYqCuBXxxX/mknM0BOs/abbGe8+sqm5ujRrWJJ/TSp5exOorQsQiUJ1CHsBwDDMgkCWLTuj\nfJksa9QY7mQYNohs8nq8XBioM1lc2VfW33MEWVvLRAwQfpxvk+cwd08/+orOJhpewIM3baIgpyPV\newPhT8R8S8Kc7bgcsUwvRywN6u13zmoFRoQ64aoG6Fv2JC8WBrJVjqs4u7SQ2TEmAoCunUCfyncz\nvmT/jGvcGIuGJ+n4Ume+MF7FzWPeFdp7IbDO9KJcKsjHYOMG7YgwKORMC6SjeGeasj28WBi4E1Pg\njPquDpVTPVcKPOkHJ/0pDmjHeZWZBLv8w9DwFH0TTvL03cOo2BXJhy/eJurIyAbWZQgjoiw01AD1\nxHQkzdiZgCJr+JYgAK8VBu4aDANwTJCEcmb8gmq/csRvIgx+DkiloslCoTUc5ZzrTxP2wUXm+VyI\nMB6WIm7icmngTJ/ZM6hPXHARZ9yV3oMXCgMd7gkDvQP7y3MEYlWLkNl2psMFdqmkT9ION8ak4Sm2\nhw0g93CS6IV4AuEZlIlHUgDIrMR6LG0FjRn13NUKnO167R14oTBwVyuwVxFZxsxG2DiPSSuQiTUA\nveDd1NuIrzdVa7QU4SEG+l9YRfURnTnvQC4PwBxXYLcCuSN3bHeLlXpvzQJ7eJkwsLDoO429isiy\nWKo196Kqdp+CedUQD6TC9LyFrHuiDSQieTshfhQOSKau2F/Mt1LMJQKkECiy3Mky2rAxrcARe4I9\nfM9WIPEiYeCPSGtzFXsZjfaKpapsBDJnKQAIhsvvWA4RRkJTfMtF1FqpIpD/FfUX+QYyC7EYYSOw\nqg1YTszGvkfLfm6u0NwdkjyHFwkDHe4Nx97yIBLrHgal4cNQ099IoAP8rB8F0Qo7HO1poNGkpE9Y\nSE5RvLARSDuBpAqLKseu4JtrfU/hJcJA3U/LWfyw39pbb+U1i2VBAEIA6Ex/Tf8H/1jJU8v/j7nd\nH3ZxbBqeZM+7KZTkRZrboMlEJKn52xUEjrSbd/eu7v0FTOzhJcLAnWSXcGxfhrVeixaCIQxhLFR3\nRjLV9K9MDSJzbg8uYr0b49PwFJ8br4Vc/4b2uUpszD/fXbu3FF4gDIJxLbhIltS1pv7LwqaW2Ymm\nx/6I4MYozC0SIk1vl6W6OwJ+uQya9z7bOux0YXwanmZv3VnCQGgtraBRL0Jj6r8nype7a3xsWVo4\nhdnVRCRZtdiaEJGvWQoJ1XvDEEqDjCcINP0fi8hJ6AycC92SD/HC0+eRSZQLY9TwJHeO3cqyylli\nvpUhlgcyXbnRXCDfDAJqblpYM/DD+aIl0kVobb8w8ZriD4pFyy9Zuz/K9DcMUZgzGlGiKw6hDXQB\nZbiRxEsPMibvczJzNUHgDfSYVkZ+Xgex9JdR4bLHqdslAxyxJ7R+WlgYOOtKlJU1rSFSlG99bAFR\nd53Gr2edubdfCFw17GtRjjvIdAjZ0DMe6AT0BwYCV9YwceAXTHz/CV4ak+jCNWk0BVsZCicDraQi\nm2igoVsrf97U+L7m0agwuOWWW4iLi6Nv3771z82bN4/ExEQGDhzIwIEDWb16df1rzz33HD179qR3\n796sXbvWzpGdNRqGI4SBNY1ALvYVVky8iidf/ScdNhyF+xG99Xod5+pLn2LLTwPhMhi2+RehEXRF\nNO8YBlxsJG5GJl+OuJK1w/7HwnvPrF+g0XJk0VnYBGRsgZzfpbb3MWPXmOAhfF8YNGozmDFjBnff\nfTfTpk2rf05RFO677z7uu+++Bu9NT09n2bJlpKenk52dzahRo9i/fz9+ftZkjjPLg1CsRybKXouq\n145VsvjZSHK//pAbZu9myV99uJT13LDjSpgHMI+094CuByFsKDHXduRCv5/J2F9K5G2/M/nroU6M\nS6O5OEUHUb1IhhzL/AO3tXsjLdcE1btoVBicf/75ZGZmnvG8tQqrK1asYOrUqej1epKSkkhOTiYt\nLY3hw4e7cmrE3T7QxnstOyspEAQnX+nCSeUCYBtLFvQBYLW1opxHjsKRo1TlR3L41CF2HmqPWDNo\neCP5xIglgqw1YjM+SFv7u4rLNoM33niD/v37M3PmTAoLRZjn8ePHSUw0r7MTExPJzs52cViyVJk1\nQaDjjLRjBbH2r86A9dscPlPZliKTINDwVoYHH2NyxD7bRYbtNr92aB3hJh5RUVocl4TB7NmzycjI\nYMeOHcTHx3P//ffbfK/okWCNN1Tb76rn/bFtJAShEURgbsOu1BsF7xzwNlN+u87Ry9DwFZKgrFdY\n88xrlzDgveXQtwGLVJttXIoziI2NrX88a9YsrrjiCgASEhLIysqqf+3YsWMkJCTYOMrdNp6XPbrh\nzDgCy3qGqpTjGHi78k6iQo42cqfQ8DWqI/0pbx/kQGCRK3gi2MibGWTaJLYFgkuaQU6OObf/m2++\nqfc0TJgwgaVLl2IwGMjIyODAgQMMGzbMyaPLhCMZT6De1AhB0C/hLxK6ZIslQjwcePwNp69Hw7up\nJIiS8pgzX/DdNACvpFHNYOrUqWzYsIG8vDw6d+7ME088wfr169mxYweKotCtWzfeeecdAFJTU5ky\nZQqpqanodDrefvttO8sEa6gzD2Wwj539I2BfzFnUXuYvkleurabX5X934nwavoCBACoINscSyL++\n783zKlqw1+J+i2eldyAAYQTQQbACMdD+byfJ2xIr4tLDMEegtUcoDHv/A/muGCo1fIHuwyvp8MUE\nfn//PNiD+OlUIuoayJLo9VqC5c+5FPsqhCcaolbhO3UMbPda9IJEJTWmtMEgPUQoELkNChfR8f5s\nETyUdBKuPgQ9ENuDQOpBKDnVoqPWaFrq8KNWxqWoW6ZpeBQv1AwiAT8I9xNaQOFHENoFgkZC5UmY\nWAz/TRa7JIi30gPCxxcRuf1rjr1sbnaitAsioHsIAYqB6kNlVOZrvyKfJiAILrwJ6uIhx88chKRp\nBk7glS3ZLYWBLE0m04/9gVAIVQCj9c9ar5jtjB0g7NxiSn/IFAlHxeCXEkHwTdGElpdRkVVARMwh\nhj35Gd9k9W6ya9NoBhL6gH83CBgiBEINKrejJgzs4xPCQKJunhKE7WrJFnUK/DHXMYkDrgJWmd7m\nj2i/1RU63nCMU1ctIyD/NBVlPtKEWsMq63p8xKjqPVARKISCETRh0Bg+JQz8sF6PoMERMLdeC1Y9\np0K+LA8VgtAYegAXw/Vdn+e7m8opzvZUq3eNFiEuAtoPhmMXmoukNhAIBuxHK2nCQOKFwgDMxQcc\nSXGW7dFsFDyVmkE4Qukw1S3QTa5h2iVv8n5HrfJxqyCgHXS9WzRXOUNDsDfha7FSX91JWocwaEFv\ngj3VTaalFZi2YtP7rfU6NCK+zAIsLEniNZnUUo4INssFdFDzm473M//O7Cf+cvdCXCJQX8vZXU4C\nkHSugfixQpUZet7xFhmPr6MPPM34ie8REGHtd2WvmpaXOdRakBb8JJxJG5UWolLs15mrVL1HSj/T\nX1lGuxzRm68cqNCxYG4/ZwbtNl05ySAO8VLdEgpLg+CVm7hk8GEM82/E74ubCf56PNdt1nPDzF3N\nOi5fp7qkjr/+F0idssS0RFQv/9wpuNt2aEFhUIu4VTtTp17e5gtQLRCtUGNxbAu16LTYPTqpeVqm\nrbvyI8IoJxADyx9ZRfUjN/JY0r2MezMVCnrQubw3+RsSqStO4pc/JvJ5zH0cfOMetqT/l549ywhV\ntLhbRzi2+iD+3YtIufIpOg7PwSwQFNxv29f6aWEdyZ1ClVUIDUD22LKGSvsItHgpGIp3tmPcvKbr\ni/f0x1sImtSFQ/4xBP9zHPqrJjAl5Ht2HR5L4eC7WbRqFuyDeYZ5sA9IA36FujXB/L72AkYpP9Br\n5XD+vkSLrnQU/SvXUbkhj943/+rEXq4U5W19tKABcYvqGdkExR3LvtolqSYc0EM7xaxIKEAHYAAw\n9jjc+R4YzCmoYfpKKusCqKl1XFZG6SopnTqUG/e9we/rXmZB+j9IiMvg9dH38EbCg+Y3RiDU2AOm\nv6pMbCIRXo9AhOcjHkiE4OFF3B38Btk372LJyhSHx9RW6bJmCqXLIji9tj3KKT11Bvk9nsZ6+GIF\n7lU7ah0GRC8RBmA2+buqrPghZpE1dTAUWSMRMBdF7QHKdXUoaf+jbk+BmIjZcG2P9WwsGkT2qQhR\nUc0fITwCgJwTkL5XHKdrCiHJ4QxN+p1zf/md+ePWwG6EndMfYawMpGHarazkq3Z+mOKr8EOcLxRz\nX4eOYtOdXc2gvluoeOMPYlb+xYa/urr4ObUd+v6nE/qfB7LtU9kerxLr+e2aMACvEgZgDid0B1sN\nXMMwq4OK+Hc4YrLmIhwSfpg7+qqHJN2TChBaC1UGsX9VAEqFH0G6CipKFNAFm7v9hAFnATs4Mwc/\nhDNLOqpdoGCu7Bxteq4j0AuCzy/jhvh3+bTzacoLNUu4PfRX3AyZRVTv6o/5S7XmZtSEAXidMAD3\nNQQwt0myRCUQdIqIOZC2OfV3KfsqyGq8nu7FadljVjaQlpHYIabnA0yPZcu3OKAz6IZUMWjAVm68\nfz5zV/bhdL5mHFOjP7cD1ZtPMWJ/Klv39KVqbgocAU5LG5W1iWtrCeEImjBwGfvCANxvzw7m/uqW\nyCUDiNux5eWrApXCODN0wROoiznJzs9yOHL5EGZ6LJcNEQihEAJ0B3pB0sUHmFi0kFf72utA3fbw\nTw6n9mAJEdO6MeeF/bw2PJ5JE4L58PVbwGhEGJ4ty5RpwsBL9UxX3I6W1CB0dssLl725bLXhMYof\njNw9UPW8Q5sDyJZgNYjlSSFC4NRg7ipciPiNlSM02DzgJGJJcwD4AzL/25NXDfO5+I/u9E5uOq+I\nr1F7sARG3UrkuJGM//dyBoZuY8TcnwmKqsS2oVrLU/FSYQBiYlmbzM5QjfW49BLMbklrmylCqdYI\nJc5WvnVUaFgcs9w0rDIaNghRbzK8IhfIALYCP+j5Nfc6+nwzlNdf/a8T42zlHPyZZ8seY2lZP7pF\nFeGXp+AXIm8u1pZVmnblpcsES2y5DR3F1pLBEWT1JUdxZZw29omgoQFT9pqNQKyiAhF2hASgP3Sf\nvJvhL73KZ48k0PzfqncRrlRR6h+ELtyPqP9dx4Dqg/zQ91KTcAfrhkRXk5ZaxzLBR3Sj05zZNMUZ\nahB6uCvBJWU4/kX7W5zDUcOe/HIshEIxZrejHIoOc6yWfL4OMMBhQyoB193NucZv+e0Ra3kcbYfr\nAnbz4YCxdHsglmPJS6i+dKRp1SntRIFoRRQb4iOagUSP6+qcJ9yWrpxT4sy5lTP/VddrCMbcbCoE\nEY8gm8gOhqDxhQz57l023tnGa8br/MBPgeo6SBkFd/4N5gL5MqzdMs+lbWsGXmwzsEY1rjdFMGLO\nglRvBiubp1DbByzP58h+qn9rMLcjr0AYGKV9Id906BxgJ1T+N4p950+n58OxtGlq6kRkqdEI6T/w\n7KTZBE3dAN3l2svy5+8jinIT4WPCAITz35OWc2sGxGLV5ml12/Ic9hQzC6Egb0Dq2IgyzPbQXCAL\n2AGnfojj5A1TGbbISr+BNkj7WQmkTE3nMf+3YPIphKplOfktE1jaFj4oDEBM0KZUy2pUWwnmu3q1\n6nl322nJ45w2ncNWBiZY9TzIIchdSxBy8iSQDfwPitZFs2/4TZqGAOh/CWFyxidUZ/dh2JqMlh6O\nV+KjwgDEbbK5m+/JW7Dc5F3e3aVFtep4toSChZYgT12H2SUp/+YihMJfULQ2msLrr2bEghDLA7Z+\n4mMYkXKCAAxM7/seQQNzOOV3mOOxWrdta/iwMABzfbuW8KMZMa//ZRCAHIur4zFgXjrYOobq+TrV\n22UAkwyTkAJhH5zaGMcfl93Gec/qcarBlY9zDn+RePEF1N3yEPNXXkzNL6vZPnoWSlGdyUZr+WEE\n0pbtBq3gyuWEVIcZt/RYZAalunCrM5xGeE50WHdPGmnwQy5BXL4/5tVTGEIYIIZTqURRMPUKpipv\n8OnDtprhti4O5UTQcf9G4s+pouSZ8fTuXcZ5+k1E3LCaubpnYbOMBfd4N1efxK5mkJWVxUUXXUSf\nPn04++yzef311wEoKChg9OjR9OrVizFjxlBYaC4q+txzz9GzZ0969+7N2rVrm3b0DVBb1lqaOoSZ\nXxZedEVTkG4DW7YRlfZQh3nFJD1m0tMgjYp/wt4Nfdl8/5w2E6mY168Xa7o/TdYn11EZ3ovfE/9G\nr40ZvPzbg8IbE6VVQFJjVxjo9XpeeeUVdu/ezZYtW3jrrbfYs2cP8+fPZ/To0ezfv59LLrmE+fPn\nA5Cens6yZctIT09nzZo13HnnndTVeTrlzx5y/e6ucc+TGBECQRZ1dZYqzD7FRk5ThLh0I2aHRQUq\nt6NCxpd92HDxfW0jl6HgLKp+iSEw2o/bkt/lwUM38GHmzZyVtIegbtk8NORO0xvVxSUsc8vbDnaF\nQceOHRkwYAAAYWFhpKSkkJ2dzcqVK5k+fToA06dPZ/ny5QCsWLGCqVOnotfrSUpKIjk5mbS0tCa+\nBEtKMRv6vAlZ1NUVd2WFaV9b1aGN5odlmG0Idab/SzEbFnfCyqyr6bS0v9NX4Gs895/vmPnwQn56\n4GKK9h7k31PP4uS3K8j7cSW1A2J59cBLiGWCK1GjrQ+HDYiZmZls376dc845h9zcXOLi4gCIi4sj\nNzcXgOPHj5OYmFi/T2JiItnZtur3LVJt21wcvi1kWqB0CUo3njcg/YCuFINtzAVpOmQRZi+DjMQu\nRFSFzobqXQH8pExlzq4Sotu5U9TDe0lMrWTh8XN4b9oJLqtZxG01v5G090YufrOAw38G4rf6G/xr\nm1NrbSm20XCu2cYhYVBaWsrVV1/Na6+9Rnh4w3BgRVFM4cXWsf3aLNU2yJFhuIHaFegtdgU5uZ11\nj5Zg/RqsuB6lLaEUYb4oQGgH+4E0Pcsj7uCJCbudHbhP0L6LgSMz0wGomvUp7x4aT8DTX/Bh9Ty4\nZRIDf+pI4NXluJcA5wsMouFcs02jwqC6upqrr76am266iYkTJwJCGzhx4gQAOTk5xMaKoJaEhASy\nsrLq9z127BgJCd5kufakG9AT1OK8e1QaBBq5q9VhLtkg3Y1lmN2OuyHz55588tJDhES1vjvki4HL\n0Sl1BIT7cXjja8T/uZ3cc2Yw5a91DNpTzZaJF1BQ2KGlh+lV2BUGRqORmTNnkpqaypw5c+qfnzBh\nAosXLwZg8eLF9UJiwoQJLF26FIPBQEZGBgcOHGDYsGFNOHx3MCBU9SLcq3/nybE4k0UnK6JYYqEd\nyLdUITxoRQjlwqQhbNsxlOuPRnFhvyO0JkatmMb04F/pc3UID3w1gfm111E4ZxGl55eR2yeMmDH5\ndKk7gnlJ6Q6tI0PUbpzBpk2b+OSTT+jXrx8DBw4EhOvwoYceYsqUKbz33nskJSXx+eefA5CamsqU\nKVNITU1Fp9Px9ttv211CeAfSDSh9zbJse0tQxpkGLXuUIgobWPaZVMUhWGrCxYgQiDyxW83WQD5N\nvJ3uE96Fv9ztOeglnN8Hjhew9K43KbvvC7b/+z/QYSNUZbDm1C3UjvNHl2vAUCs/N3cns7csPd3D\nx1KYmwsdIliopZpr2Gsmaw1Tbwirx8FcQV7WUwwAYoBYoCswAIZd/is9b32zVfVleKL/eubuHElg\nO396rBjKlHcf4IeBb7Hp+IXwIXBKLhNPW+zpbCqzJzo5NxetJoW5uXDHDegJnC35ZsvtaKJK9ZYS\nzHle6uXCruEkfNjX9SF7IXN3jgSgqshI+jW7+TD9cvZE9yGkotS35m8zoQkDu6jdgM3tmqzDcfej\nDCyw9ryJWtOhalVbMcKGcAJq/qfnjYq7eXBJRqvp7RiMgUgq0NXUMKxiL/lL/07h3mjKF4SJ+pbA\nmVpB20UTBg4hy2tLs3xzUoxjAsFW6LKVgCTpbpTaQQlwAiq2RLJ70AQ6JbcOg1ggNYRQxT8+zKDn\n6FhCHl+O8luddwWoehGazcBl3C3S2lT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} ], "prompt_number": 89 }, { "cell_type": "markdown", "metadata": {}, "source": [ "All the previous fractals where taken from http://brunogirin.blogspot.mx/2009/08/fractals-with-octave-burning-ship.html." ] }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "The original mandelbrot and Julia sets" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "The fractal studied by Mandelbrot" ] }, { "cell_type": "code", "collapsed": false, "input": [ "Mj = mandelbrot(-1.4 + 1.05j, 1.4 - 1.05j, 320, 64, func=lambda z, c: z**4 + z**3 / (z - 1) + z**2 / (z**3 + 4 * z**2 + 5) + c)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 91 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mj)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 92, "text": [ "" ] }, { "output_type": "display_data", "png": 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Ub05m3X3z2PTBDOTzYeXlRXx302QqbvoEcmHck7uY/cATYN7c1M2pLqgxpsPP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\noqmjo6PTB3TR1NHR0ekD/x8wkeXLbr/JrQAAAABJRU5ErkJggg==\n" } ], "prompt_number": 92 }, { "cell_type": "markdown", "metadata": {}, "source": [ "this is a zoom on the bottom right corner of that image (haven't checked that yet!)" ] }, { "cell_type": "code", "collapsed": false, "input": [ "Mjz = mandelbrot(0.25 - 0.65j, 0.45 - 0.8j, 320, 64, func=lambda z, c: z**4 + z**3 / (z - 1) + z**2 / (z**3 + 4 * z**2 + 5) + c)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 93 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mjz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 94, "text": [ "" ] }, { "output_type": "display_data", "png": 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8k0Q6LZnGIV3gLfqVLgGVAkZ2gkAv+Gwjwe9FURXWj8pMKVZUaG7D9aE3qcps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HhvhFREw/cKHEqEajqXgbVw7CTWA4iEoMxGHIIKS5oONDIy07bhkClRe5wUbklhpHodUbtr+PyL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7sXfBA3xmt+D/+wbIQbSd8AM8twiSagfyVCyd/jwfHbhT7Jw7v7qqBlqg+G+J2Ez229MLvH/e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\n4YYbfcD/B600/wph5LtQAAAAAElFTkSuQmCC\n" } ], "prompt_number": 94 }, { "cell_type": "markdown", "metadata": {}, "source": [ "another zoom:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "Mjzz = mandelbrot(0.378 - 0.725j, 0.398 - 0.74j, 320, 64, func=lambda z, c: z**4 + z**3 / (z - 1) + z**2 / (z**3 + 4 * z**2 + 5) + c)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 95 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mjzz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 96, "text": [ "" ] }, { "output_type": "display_data", "png": 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2rbYB73+9cHrQY8QTWSVjCPDPZDuTdnho25zEinenEnNPH1bsGHHTOS2BQFDF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\n4Mb212geb2cmn7InI5+n+D3VZKCpEnhwy2v4g903Zr3OS17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MlDgNAvxZWEpbEG5kA2nh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FCzu1barhvruS9vGg6Fmsibinhj5ZO0tOym2bbdrLW14tvbEkAFhVYdPo2MSV/n8Uj0YhaM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\n" } ], "prompt_number": 96 }, { "cell_type": "markdown", "metadata": {}, "source": [ "One last zoom:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "Mjzzz = mandelbrot(0.3863 - 0.7314j, 0.3883 - 0.7329j, 320, 64, func=lambda z,c: z**4 + z**3 / (z - 1) + z**2 / (z**3 + 4 * z**2 + 5) + c)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 97 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Mjzzz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 98, "text": [ "" ] }, { "output_type": "display_data", "png": 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WE3egnJjKMvoMsODyUUMoysAV4dE+exR9kwPE8wKHSnTsJ52nhWo+l4cDkExhs0TyfPxW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sOdfjJWjhyoyT3JFyiPuS9vFo4j6iWs2ghScX7eaVKzYjeBymYiEU2mJ4wHUFR2yRKPQVpJtL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Bl8kMDuEGWyMdJRQUZWPRlhSuvDEYHFyncqgNxi+LSxF1VyMN87VxAQpuY+/Un6iAXoBUht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\n8ShGgltJU0LEhg6nm45cq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} ], "prompt_number": 98 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "The fractal studied by Julia" ] }, { "cell_type": "code", "collapsed": false, "input": [ "julia_c = 0.3873 - 0.7314j\n", "julia_polynomial = lambda z,c: z**4 + z**3 / (z - 1) + z**2 / (z**3 + 4 * z**2 + 5) + c" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 100 }, { "cell_type": "markdown", "metadata": {}, "source": [ "julia_c is the point around which we were zooming in the Mandelbrot set (should I check this?)" ] }, { "cell_type": "code", "collapsed": false, "input": [ "Jj=julia(-1.2 + 1.6j, 1.2 - 1.6j, 240, 64, c=julia_c, func=julia_polynomial)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 101 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jj)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 102, "text": [ "" ] }, { "output_type": "display_data", "png": 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ei62RuilZNWscqAwp6FbApfDGTG+/iuShdXA/15TwW/a4f3uRI4G/cLaTNxK5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uzP+TGvM/nvOfzWZQws2EeHSTJUMUnYuGbgWC+FZe91QevFLw3ROScf6kmX4fs5PrwVuYZ58NAE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\nQ0c5+T8pmGzHKzQw0wAAAABJRU5ErkJggg==\n" } ], "prompt_number": 102 }, { "cell_type": "code", "collapsed": false, "input": [ "Jjz = julia(0.2 + 0.1j, 0.4 - 0.05j, 320, 64, c=julia_c, func=julia_polynomial)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 103 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jjz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 104, "text": [ "" ] }, { "output_type": "display_data", "png": 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n0OCl4ZpQ8j2HKdJkYTzoILi8C+f8MASVHo/QXVsHoG4FhRrQAhGQfn47R7Wv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\nM6DuFOIyIxWuCCwX6WknjB70JF+vxIsEB0723zWELMoJ+dqD4XAcZc1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6pgGN0rIVM5ji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PUhtMLHXEUjofybd7iVpXysXci2gcu5/9wl3JZ9kG3nkkjs24rQlXzjV18hV1WL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} ], "prompt_number": 104 }, { "cell_type": "code", "collapsed": false, "input": [ "Jjzz = julia(0.366 + 0.09j, 0.386 + 0.075j, 320, 64, c=julia_c, func=julia_polynomial)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 105 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jjzz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 106, "text": [ "" ] }, { "output_type": "display_data", "png": 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OoPRbASvWpfPd3h6KeUCEF98aTsGBUGbqD6EXRORdAtPvnMH9j05Cfh2EMsXGrHFLaD1u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IS1Hp0VhHoZaSWc+Qpe8kzg9qdLmDrjPOZkI1qvA+MyCSlGYMdTJvALZ3LLAgwaDw/PPcyi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\nOdFOVrCNysA4FvUbTJqqiSu++YX9X4WhfSeIHjXHYH0dmmvl7P+fh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SbajuD0Ffki4n+E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\n" } ], "prompt_number": 106 }, { "cell_type": "code", "collapsed": false, "input": [ "Jjzzz = julia(0.366 + 0.09j, 0.386 + 0.075j, 320, 64, c=julia_c, func=julia_polynomial)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 107 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(Jjzzz)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 108, "text": [ "" ] }, { "output_type": "display_data", "png": 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OoPRbASvWpfPd3h6KeUCEF98aTsGBUGbqD6EXRORdAtPvnMH9j05Cfh2EMsXGrHFLaD1u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IS1Hp0VhHoZaSWc+Qpe8kzg9qdLmDrjPOZkI1qvA+MyCSlGYMdTJvALZ3LLAgwaDw/PPcyi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\nOdFOVrCNysA4FvUbTJqqiSu++YX9X4WhfSeIHjXHYH0dmmvl7P+fh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} ], "prompt_number": 108 }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }