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@Tsutomu-KKE
Created July 4, 2014 22:33
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{
"metadata": {
"name": "",
"signature": "sha256:1fa1d8dca545f0f3fb222281dab250cddd8facf909f39a41b2eaad3189b81bf4"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#mandel"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def mandel(dx, dy):\n",
" v, c = zeros((512, 512), 'uint8'), zeros((512, 512), 'complex')\n",
" c[:].real = linspace(dy[0], dy[0] + dy[1], c.shape[0])[:, None]\n",
" c[:].imag = linspace(dx[0], dx[0] + dx[1], c.shape[1])[None, :]\n",
" z = c.copy()\n",
" for i in range(128):\n",
" z = z * z + c\n",
" v += (abs(z) >= 4) * (v == 0) * i\n",
" imshow(v)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%time mandel((.663,.007), (-.191,.007))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Wall time: 1.4 s\n"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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0Y6LHH3Lo4r0O/0fFiFtYgRjsCV1Wnpt1U9hfrSRRN+eS7Cgh3tIKJyLp69iK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\npydTRi2T+BayYM6gxty6q2Vgv3RaLbzLxUdqW6MP7RmSpaWY7B241HA/2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eWGw0OhMkQP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"text": [
"<matplotlib.figure.Figure at 0x717b128>"
]
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%time mandel((-0.07, 0.14), (-1.5, 0.14))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Wall time: 1.31 s\n"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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QCaqavSkqRbWWkDC6gSBU6gYepn6lNuTBO9cMLARzdR6HuIRUXwx8Dy9dO4xN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\ngOJ5PGzr6mzgBuBjeGnew3aLbY48x4HnjbeNnQ5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3XhUrKioqgoAgIL0o0ltCDRBaSEjv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\n",
"text": [
"<matplotlib.figure.Figure at 0x6b28ba8>"
]
}
],
"prompt_number": 6
}
],
"metadata": {}
}
]
}
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