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@jbwhit
Created May 1, 2013 04:55
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Problem with fitcmp and parsing and plotting data.
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Raw
{
"metadata": {
"name": "2013-05-01-fitcmp-plotting-weird"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.core.display import Image \n",
"Image(filename='3450H2J1-1014.png')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"png": 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FI4QQ8pKh7mr9qLGxERUVFd1uk5WV5QYIE0IIIYQQQp4fCnIIIYQQQgghUoW6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tKzSk9UL1Edg/YPQlJKkuw4RGqzOGQxqpeoDg97D9lRSAexyCHSI0UMS+HV5HMoa+uErhu6YtmV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\n5BARERERkV75f+9pTNzgeQK9AAAAAElFTkSuQmCC\n",
"prompt_number": 1,
"text": [
"<IPython.core.display.Image at 0x1077ac190>"
]
}
],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"wav1, flx1, err1, fit1 = np.loadtxt('vpfit_chunk001.txt', unpack=True, comments=\"!\")"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plot(wav1, flx1)\n",
"plot(wav1, fit1)\n",
"xlim(3450.16, 3450.72)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 3,
"text": [
"(3450.16, 3450.72)"
]
},
{
"output_type": "display_data",
"png": 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UvBXI2ZknrR9/5J9FIhH8W/tj/YX1wgZWBlk5Wfj2yLdY2W0lDHQNim0/fTp/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\nCtxBXwAAAABJRU5ErkJggg==\n"
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"plot(wav1, flx1)\n",
"plot(wav1, fit1)\n",
"xlim(3450.16, 3450.72)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 4,
"text": [
"(3450.16, 3450.72)"
]
},
{
"output_type": "display_data",
"png": 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UvBXI2ZknrR9/5J9FIhH8W/tj/YX1wgZWBlk5Wfj2yLdY2W0lDHQNim0/fTp/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\nYMnZJTg/4rzar1MJ0AtLQkgJWRpbwru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}
],
"prompt_number": 4
}
],
"metadata": {}
}
]
}
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