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.ipynb_checkpoints/Binningv1.0-checkpoint.ipynb | ||
.ipynb_checkpoints/release_and_recapture-checkpoint.ipynb |
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{ | ||
"cells": [], | ||
"metadata": {}, | ||
"nbformat": 4, | ||
"nbformat_minor": 4 | ||
} |
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 10, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"13.404117851496652\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"import numpy as np\n", | ||
"\n", | ||
"kHz = 10**3\n", | ||
"hbar = 1.054*10**-34\n", | ||
"h = 2*np.pi*hbar\n", | ||
"kB = 1.3806*10**-23\n", | ||
"uK = 10**-6\n", | ||
"mK = 10**-3\n", | ||
"\n", | ||
"\n", | ||
"omega_trap = 2*np.pi*150*kHz\n", | ||
"T = 100*uK\n", | ||
"nbar = 1/(np.exp(hbar*omega_trap/(kB*T))-1)\n", | ||
"print(nbar)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 19, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"array([1. , 1. , 0.97593045, 1. , 1. ,\n", | ||
" 1. , 0.16286988, 1. , 1. , 1. ])" | ||
] | ||
}, | ||
"execution_count": 19, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"import scipy.stats as st\n", | ||
"nbar = 13\n", | ||
"\n", | ||
"class my_pdf(st.rv_continuous):\n", | ||
" def _pdf(self,x):\n", | ||
" return nbar**x/(1+nbar)**(x+1) # Normalized over its range, in this case [0,1]\n", | ||
"\n", | ||
"my_cv = my_pdf(a=0, b=1, name='my_pdf')\n", | ||
"my_cv.rvs(size=10)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 12, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"<__main__.my_pdf at 0x143b3e9ee50>" | ||
] | ||
}, | ||
"execution_count": 12, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python 3", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.8.5" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 4 | ||
} |