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December 11, 2015 04:02
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Numerical Operations" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"10" | |
] | |
}, | |
"execution_count": 1, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"2+3+5\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"67" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"66-3-(-4)\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"96" | |
] | |
}, | |
"execution_count": 8, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"32*3" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"8" | |
] | |
}, | |
"execution_count": 9, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"2**3 #2 raised to power of 3" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"14.333333333333334" | |
] | |
}, | |
"execution_count": 7, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"43/3" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"10" | |
] | |
}, | |
"execution_count": 10, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"32//3 #Gives Numerator" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"2" | |
] | |
}, | |
"execution_count": 6, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"44%3 #Gives remainder" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## For Loops\n", | |
"#### See https://docs.python.org/3/tutorial/controlflow.html" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"0\n", | |
"6\n", | |
"12\n", | |
"18\n", | |
"24\n" | |
] | |
} | |
], | |
"source": [ | |
"#numbers from 8 to 30 increment 6\n", | |
"for x in range(0, 30,6):\n", | |
" print (x)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## Functions" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 30, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"def myfirstfunction(x):\n", | |
" y=x**3+3*x+20\n", | |
" print(y)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"8080\n" | |
] | |
} | |
], | |
"source": [ | |
"myfirstfunction(20)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 27, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"20\n", | |
"254\n", | |
"1784\n", | |
"5906\n", | |
"13916\n" | |
] | |
} | |
], | |
"source": [ | |
"for x in range(0, 30,6):\n", | |
" myfirstfunction (x)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 29, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"def mynewfunction(x,y):\n", | |
" z=x**3+3*x*y+20*y\n", | |
" print(z)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 31, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"70\n" | |
] | |
} | |
], | |
"source": [ | |
"mynewfunction(1,3)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 32, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"1150\n" | |
] | |
} | |
], | |
"source": [ | |
"mynewfunction(10,3)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 33, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'In': ['',\n", | |
" '2+3+5',\n", | |
" '66-3-(-4)',\n", | |
" '2^3',\n", | |
" '3^3',\n", | |
" '44%%3',\n", | |
" '44%3',\n", | |
" '43/3',\n", | |
" '32*3',\n", | |
" '2**3',\n", | |
" '32//3',\n", | |
" 'for i in 1:30\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print %i',\n", | |
" 'for i in range(1,30):\\n print %(i)',\n", | |
" 'for i in range(1,30):\\n print % (i)',\n", | |
" 'for i in range (1,30):\\n print % (i)',\n", | |
" 'for x in range(0, 30):\\n print % (x)',\n", | |
" 'for x in range(0, 30):\\n print (x)',\n", | |
" 'for x in range(0, 30,6):\\n print (x)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'myfirstfunction(20)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n myfirstfunction (x)',\n", | |
" 'def myfirstfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def mynewfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'mynewfunction(1,3)',\n", | |
" 'mynewfunction(10,3)',\n", | |
" 'locals()'],\n", | |
" 'Out': {1: 10,\n", | |
" 2: 67,\n", | |
" 3: 1,\n", | |
" 4: 0,\n", | |
" 6: 2,\n", | |
" 7: 14.333333333333334,\n", | |
" 8: 96,\n", | |
" 9: 8,\n", | |
" 10: 10},\n", | |
" '_': 10,\n", | |
" '_1': 10,\n", | |
" '_10': 10,\n", | |
" '_2': 67,\n", | |
" '_3': 1,\n", | |
" '_4': 0,\n", | |
" '_6': 2,\n", | |
" '_7': 14.333333333333334,\n", | |
" '_8': 96,\n", | |
" '_9': 8,\n", | |
" '__': 8,\n", | |
" '___': 96,\n", | |
" '__builtin__': <module 'builtins' (built-in)>,\n", | |
" '__builtins__': <module 'builtins' (built-in)>,\n", | |
" '__doc__': 'Automatically created module for IPython interactive environment',\n", | |
" '__loader__': None,\n", | |
" '__name__': '__main__',\n", | |
" '__package__': None,\n", | |
" '__spec__': None,\n", | |
" '_dh': ['/home/ajay'],\n", | |
" '_i': 'mynewfunction(10,3)',\n", | |
" '_i1': '2+3+5',\n", | |
" '_i10': '32//3',\n", | |
" '_i11': 'for i in 1:30\\n print i',\n", | |
" '_i12': 'for i in 1:30:\\n print i',\n", | |
" '_i13': 'for i in 1:30:\\n print i',\n", | |
" '_i14': 'for i in range(1,30):\\n print i',\n", | |
" '_i15': 'for i in range(1,30):\\n print i',\n", | |
" '_i16': 'for i in range(1,30):\\n print %i',\n", | |
" '_i17': 'for i in range(1,30):\\n print %(i)',\n", | |
" '_i18': 'for i in range(1,30):\\n print % (i)',\n", | |
" '_i19': 'for i in range (1,30):\\n print % (i)',\n", | |
" '_i2': '66-3-(-4)',\n", | |
" '_i20': 'for x in range(0, 30):\\n print % (x)',\n", | |
" '_i21': 'for x in range(0, 30):\\n print (x)',\n", | |
" '_i22': 'for x in range(0, 30,6):\\n print (x)',\n", | |
" '_i23': 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" '_i24': 'myfirstfunction(20)',\n", | |
" '_i25': 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" '_i26': 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" '_i27': 'for x in range(0, 30,6):\\n myfirstfunction (x)',\n", | |
" '_i28': 'def myfirstfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" '_i29': 'def mynewfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" '_i3': '2^3',\n", | |
" '_i30': 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" '_i31': 'mynewfunction(1,3)',\n", | |
" '_i32': 'mynewfunction(10,3)',\n", | |
" '_i33': 'locals()',\n", | |
" '_i4': '3^3',\n", | |
" '_i5': '44%%3',\n", | |
" '_i6': '44%3',\n", | |
" '_i7': '43/3',\n", | |
" '_i8': '32*3',\n", | |
" '_i9': '2**3',\n", | |
" '_ih': ['',\n", | |
" '2+3+5',\n", | |
" '66-3-(-4)',\n", | |
" '2^3',\n", | |
" '3^3',\n", | |
" '44%%3',\n", | |
" '44%3',\n", | |
" '43/3',\n", | |
" '32*3',\n", | |
" '2**3',\n", | |
" '32//3',\n", | |
" 'for i in 1:30\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print %i',\n", | |
" 'for i in range(1,30):\\n print %(i)',\n", | |
" 'for i in range(1,30):\\n print % (i)',\n", | |
" 'for i in range (1,30):\\n print % (i)',\n", | |
" 'for x in range(0, 30):\\n print % (x)',\n", | |
" 'for x in range(0, 30):\\n print (x)',\n", | |
" 'for x in range(0, 30,6):\\n print (x)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'myfirstfunction(20)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n myfirstfunction (x)',\n", | |
" 'def myfirstfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def mynewfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'mynewfunction(1,3)',\n", | |
" 'mynewfunction(10,3)',\n", | |
" 'locals()'],\n", | |
" '_ii': 'mynewfunction(1,3)',\n", | |
" '_iii': 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" '_oh': {1: 10,\n", | |
" 2: 67,\n", | |
" 3: 1,\n", | |
" 4: 0,\n", | |
" 6: 2,\n", | |
" 7: 14.333333333333334,\n", | |
" 8: 96,\n", | |
" 9: 8,\n", | |
" 10: 10},\n", | |
" '_sh': <module 'IPython.core.shadowns' from '/home/ajay/anaconda3/lib/python3.4/site-packages/IPython/core/shadowns.py'>,\n", | |
" 'exit': <IPython.core.autocall.ZMQExitAutocall at 0xb616bfcc>,\n", | |
" 'get_ipython': <bound method ZMQInteractiveShell.get_ipython of <ipykernel.zmqshell.ZMQInteractiveShell object at 0xb614c72c>>,\n", | |
" 'i': 1,\n", | |
" 'myfirstfunction': <function __main__.myfirstfunction>,\n", | |
" 'mynewfunction': <function __main__.mynewfunction>,\n", | |
" 'quit': <IPython.core.autocall.ZMQExitAutocall at 0xb616bfcc>,\n", | |
" 'x': 24}" | |
] | |
}, | |
"execution_count": 33, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"locals()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 35, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"{'In': ['',\n", | |
" '2+3+5',\n", | |
" '66-3-(-4)',\n", | |
" '2^3',\n", | |
" '3^3',\n", | |
" '44%%3',\n", | |
" '44%3',\n", | |
" '43/3',\n", | |
" '32*3',\n", | |
" '2**3',\n", | |
" '32//3',\n", | |
" 'for i in 1:30\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print %i',\n", | |
" 'for i in range(1,30):\\n print %(i)',\n", | |
" 'for i in range(1,30):\\n print % (i)',\n", | |
" 'for i in range (1,30):\\n print % (i)',\n", | |
" 'for x in range(0, 30):\\n print % (x)',\n", | |
" 'for x in range(0, 30):\\n print (x)',\n", | |
" 'for x in range(0, 30,6):\\n print (x)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'myfirstfunction(20)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n myfirstfunction (x)',\n", | |
" 'def myfirstfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def mynewfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'mynewfunction(1,3)',\n", | |
" 'mynewfunction(10,3)',\n", | |
" 'locals()',\n", | |
" 'global()',\n", | |
" 'globals()'],\n", | |
" 'Out': {1: 10,\n", | |
" 2: 67,\n", | |
" 3: 1,\n", | |
" 4: 0,\n", | |
" 6: 2,\n", | |
" 7: 14.333333333333334,\n", | |
" 8: 96,\n", | |
" 9: 8,\n", | |
" 10: 10,\n", | |
" 33: {...}},\n", | |
" '_': {...},\n", | |
" '_1': 10,\n", | |
" '_10': 10,\n", | |
" '_2': 67,\n", | |
" '_3': 1,\n", | |
" '_33': {...},\n", | |
" '_4': 0,\n", | |
" '_6': 2,\n", | |
" '_7': 14.333333333333334,\n", | |
" '_8': 96,\n", | |
" '_9': 8,\n", | |
" '__': 10,\n", | |
" '___': 8,\n", | |
" '__builtin__': <module 'builtins' (built-in)>,\n", | |
" '__builtins__': <module 'builtins' (built-in)>,\n", | |
" '__doc__': 'Automatically created module for IPython interactive environment',\n", | |
" '__loader__': None,\n", | |
" '__name__': '__main__',\n", | |
" '__package__': None,\n", | |
" '__spec__': None,\n", | |
" '_dh': ['/home/ajay'],\n", | |
" '_i': 'global()',\n", | |
" '_i1': '2+3+5',\n", | |
" '_i10': '32//3',\n", | |
" '_i11': 'for i in 1:30\\n print i',\n", | |
" '_i12': 'for i in 1:30:\\n print i',\n", | |
" '_i13': 'for i in 1:30:\\n print i',\n", | |
" '_i14': 'for i in range(1,30):\\n print i',\n", | |
" '_i15': 'for i in range(1,30):\\n print i',\n", | |
" '_i16': 'for i in range(1,30):\\n print %i',\n", | |
" '_i17': 'for i in range(1,30):\\n print %(i)',\n", | |
" '_i18': 'for i in range(1,30):\\n print % (i)',\n", | |
" '_i19': 'for i in range (1,30):\\n print % (i)',\n", | |
" '_i2': '66-3-(-4)',\n", | |
" '_i20': 'for x in range(0, 30):\\n print % (x)',\n", | |
" '_i21': 'for x in range(0, 30):\\n print (x)',\n", | |
" '_i22': 'for x in range(0, 30,6):\\n print (x)',\n", | |
" '_i23': 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" '_i24': 'myfirstfunction(20)',\n", | |
" '_i25': 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" '_i26': 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" '_i27': 'for x in range(0, 30,6):\\n myfirstfunction (x)',\n", | |
" '_i28': 'def myfirstfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" '_i29': 'def mynewfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" '_i3': '2^3',\n", | |
" '_i30': 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" '_i31': 'mynewfunction(1,3)',\n", | |
" '_i32': 'mynewfunction(10,3)',\n", | |
" '_i33': 'locals()',\n", | |
" '_i34': 'global()',\n", | |
" '_i35': 'globals()',\n", | |
" '_i4': '3^3',\n", | |
" '_i5': '44%%3',\n", | |
" '_i6': '44%3',\n", | |
" '_i7': '43/3',\n", | |
" '_i8': '32*3',\n", | |
" '_i9': '2**3',\n", | |
" '_ih': ['',\n", | |
" '2+3+5',\n", | |
" '66-3-(-4)',\n", | |
" '2^3',\n", | |
" '3^3',\n", | |
" '44%%3',\n", | |
" '44%3',\n", | |
" '43/3',\n", | |
" '32*3',\n", | |
" '2**3',\n", | |
" '32//3',\n", | |
" 'for i in 1:30\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in 1:30:\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print i',\n", | |
" 'for i in range(1,30):\\n print %i',\n", | |
" 'for i in range(1,30):\\n print %(i)',\n", | |
" 'for i in range(1,30):\\n print % (i)',\n", | |
" 'for i in range (1,30):\\n print % (i)',\n", | |
" 'for x in range(0, 30):\\n print % (x)',\n", | |
" 'for x in range(0, 30):\\n print (x)',\n", | |
" 'for x in range(0, 30,6):\\n print (x)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'myfirstfunction(20)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n print myfirstfunction(x)',\n", | |
" 'for x in range(0, 30,6):\\n myfirstfunction (x)',\n", | |
" 'def myfirstfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def mynewfunction(x,y):\\n z=x**3+3*x*y+20*y\\n print(z)',\n", | |
" 'def myfirstfunction(x):\\n y=x**3+3*x+20\\n print(y)',\n", | |
" 'mynewfunction(1,3)',\n", | |
" 'mynewfunction(10,3)',\n", | |
" 'locals()',\n", | |
" 'global()',\n", | |
" 'globals()'],\n", | |
" '_ii': 'locals()',\n", | |
" '_iii': 'mynewfunction(10,3)',\n", | |
" '_oh': {1: 10,\n", | |
" 2: 67,\n", | |
" 3: 1,\n", | |
" 4: 0,\n", | |
" 6: 2,\n", | |
" 7: 14.333333333333334,\n", | |
" 8: 96,\n", | |
" 9: 8,\n", | |
" 10: 10,\n", | |
" 33: {...}},\n", | |
" '_sh': <module 'IPython.core.shadowns' from '/home/ajay/anaconda3/lib/python3.4/site-packages/IPython/core/shadowns.py'>,\n", | |
" 'exit': <IPython.core.autocall.ZMQExitAutocall at 0xb616bfcc>,\n", | |
" 'get_ipython': <bound method ZMQInteractiveShell.get_ipython of <ipykernel.zmqshell.ZMQInteractiveShell object at 0xb614c72c>>,\n", | |
" 'i': 1,\n", | |
" 'myfirstfunction': <function __main__.myfirstfunction>,\n", | |
" 'mynewfunction': <function __main__.mynewfunction>,\n", | |
" 'quit': <IPython.core.autocall.ZMQExitAutocall at 0xb616bfcc>,\n", | |
" 'x': 24}" | |
] | |
}, | |
"execution_count": 35, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"globals()" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## More Numerical Operations" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 76, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"import math \n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 39, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"7.38905609893065" | |
] | |
}, | |
"execution_count": 39, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"math.exp(2)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 40, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"0.6931471805599453" | |
] | |
}, | |
"execution_count": 40, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"math.log(2)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 41, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"0.30102999566398114" | |
] | |
}, | |
"execution_count": 41, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"math.log(2,10)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 43, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"3.1622776601683795" | |
] | |
}, | |
"execution_count": 43, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"math.sqrt(10)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 46, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"['__doc__',\n", | |
" '__file__',\n", | |
" '__loader__',\n", | |
" '__name__',\n", | |
" '__package__',\n", | |
" '__spec__',\n", | |
" 'acos',\n", | |
" 'acosh',\n", | |
" 'asin',\n", | |
" 'asinh',\n", | |
" 'atan',\n", | |
" 'atan2',\n", | |
" 'atanh',\n", | |
" 'ceil',\n", | |
" 'copysign',\n", | |
" 'cos',\n", | |
" 'cosh',\n", | |
" 'degrees',\n", | |
" 'e',\n", | |
" 'erf',\n", | |
" 'erfc',\n", | |
" 'exp',\n", | |
" 'expm1',\n", | |
" 'fabs',\n", | |
" 'factorial',\n", | |
" 'floor',\n", | |
" 'fmod',\n", | |
" 'frexp',\n", | |
" 'fsum',\n", | |
" 'gamma',\n", | |
" 'hypot',\n", | |
" 'isfinite',\n", | |
" 'isinf',\n", | |
" 'isnan',\n", | |
" 'ldexp',\n", | |
" 'lgamma',\n", | |
" 'log',\n", | |
" 'log10',\n", | |
" 'log1p',\n", | |
" 'log2',\n", | |
" 'modf',\n", | |
" 'pi',\n", | |
" 'pow',\n", | |
" 'radians',\n", | |
" 'sin',\n", | |
" 'sinh',\n", | |
" 'sqrt',\n", | |
" 'tan',\n", | |
" 'tanh',\n", | |
" 'trunc']" | |
] | |
}, | |
"execution_count": 46, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"dir(math)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 47, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"a=[23,45,78,97,89]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 48, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"list" | |
] | |
}, | |
"execution_count": 48, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"type(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 49, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"5" | |
] | |
}, | |
"execution_count": 49, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"len(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 50, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"97" | |
] | |
}, | |
"execution_count": 50, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"max(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 51, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"23" | |
] | |
}, | |
"execution_count": 51, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"min(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 57, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"332" | |
] | |
}, | |
"execution_count": 57, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"sum(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 53, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import numpy" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 54, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"66.400000000000006" | |
] | |
}, | |
"execution_count": 54, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"numpy.mean(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 55, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"['ALLOW_THREADS',\n", | |
" 'BUFSIZE',\n", | |
" 'CLIP',\n", | |
" 'ComplexWarning',\n", | |
" 'DataSource',\n", | |
" 'ERR_CALL',\n", | |
" 'ERR_DEFAULT',\n", | |
" 'ERR_IGNORE',\n", | |
" 'ERR_LOG',\n", | |
" 'ERR_PRINT',\n", | |
" 'ERR_RAISE',\n", | |
" 'ERR_WARN',\n", | |
" 'FLOATING_POINT_SUPPORT',\n", | |
" 'FPE_DIVIDEBYZERO',\n", | |
" 'FPE_INVALID',\n", | |
" 'FPE_OVERFLOW',\n", | |
" 'FPE_UNDERFLOW',\n", | |
" 'False_',\n", | |
" 'Inf',\n", | |
" 'Infinity',\n", | |
" 'MAXDIMS',\n", | |
" 'MachAr',\n", | |
" 'ModuleDeprecationWarning',\n", | |
" 'NAN',\n", | |
" 'NINF',\n", | |
" 'NZERO',\n", | |
" 'NaN',\n", | |
" 'PINF',\n", | |
" 'PZERO',\n", | |
" 'PackageLoader',\n", | |
" 'RAISE',\n", | |
" 'RankWarning',\n", | |
" 'SHIFT_DIVIDEBYZERO',\n", | |
" 'SHIFT_INVALID',\n", | |
" 'SHIFT_OVERFLOW',\n", | |
" 'SHIFT_UNDERFLOW',\n", | |
" 'ScalarType',\n", | |
" 'Tester',\n", | |
" 'True_',\n", | |
" 'UFUNC_BUFSIZE_DEFAULT',\n", | |
" 'UFUNC_PYVALS_NAME',\n", | |
" 'VisibleDeprecationWarning',\n", | |
" 'WRAP',\n", | |
" '__NUMPY_SETUP__',\n", | |
" '__all__',\n", | |
" '__builtins__',\n", | |
" '__cached__',\n", | |
" '__config__',\n", | |
" '__doc__',\n", | |
" '__file__',\n", | |
" '__git_revision__',\n", | |
" '__loader__',\n", | |
" '__name__',\n", | |
" '__package__',\n", | |
" '__path__',\n", | |
" '__spec__',\n", | |
" '__version__',\n", | |
" '_import_tools',\n", | |
" '_mat',\n", | |
" 'abs',\n", | |
" 'absolute',\n", | |
" 'absolute_import',\n", | |
" 'add',\n", | |
" 'add_docstring',\n", | |
" 'add_newdoc',\n", | |
" 'add_newdoc_ufunc',\n", | |
" 'add_newdocs',\n", | |
" 'alen',\n", | |
" 'all',\n", | |
" 'allclose',\n", | |
" 'alltrue',\n", | |
" 'alterdot',\n", | |
" 'amax',\n", | |
" 'amin',\n", | |
" 'angle',\n", | |
" 'any',\n", | |
" 'append',\n", | |
" 'apply_along_axis',\n", | |
" 'apply_over_axes',\n", | |
" 'arange',\n", | |
" 'arccos',\n", | |
" 'arccosh',\n", | |
" 'arcsin',\n", | |
" 'arcsinh',\n", | |
" 'arctan',\n", | |
" 'arctan2',\n", | |
" 'arctanh',\n", | |
" 'argmax',\n", | |
" 'argmin',\n", | |
" 'argpartition',\n", | |
" 'argsort',\n", | |
" 'argwhere',\n", | |
" 'around',\n", | |
" 'array',\n", | |
" 'array2string',\n", | |
" 'array_equal',\n", | |
" 'array_equiv',\n", | |
" 'array_repr',\n", | |
" 'array_split',\n", | |
" 'array_str',\n", | |
" 'asanyarray',\n", | |
" 'asarray',\n", | |
" 'asarray_chkfinite',\n", | |
" 'ascontiguousarray',\n", | |
" 'asfarray',\n", | |
" 'asfortranarray',\n", | |
" 'asmatrix',\n", | |
" 'asscalar',\n", | |
" 'atleast_1d',\n", | |
" 'atleast_2d',\n", | |
" 'atleast_3d',\n", | |
" 'average',\n", | |
" 'bartlett',\n", | |
" 'base_repr',\n", | |
" 'bench',\n", | |
" 'binary_repr',\n", | |
" 'bincount',\n", | |
" 'bitwise_and',\n", | |
" 'bitwise_not',\n", | |
" 'bitwise_or',\n", | |
" 'bitwise_xor',\n", | |
" 'blackman',\n", | |
" 'bmat',\n", | |
" 'bool',\n", | |
" 'bool8',\n", | |
" 'bool_',\n", | |
" 'broadcast',\n", | |
" 'broadcast_arrays',\n", | |
" 'busday_count',\n", | |
" 'busday_offset',\n", | |
" 'busdaycalendar',\n", | |
" 'byte',\n", | |
" 'byte_bounds',\n", | |
" 'bytes0',\n", | |
" 'bytes_',\n", | |
" 'c_',\n", | |
" 'can_cast',\n", | |
" 'cast',\n", | |
" 'cdouble',\n", | |
" 'ceil',\n", | |
" 'cfloat',\n", | |
" 'char',\n", | |
" 'character',\n", | |
" 'chararray',\n", | |
" 'choose',\n", | |
" 'clip',\n", | |
" 'clongdouble',\n", | |
" 'clongfloat',\n", | |
" 'column_stack',\n", | |
" 'common_type',\n", | |
" 'compare_chararrays',\n", | |
" 'compat',\n", | |
" 'complex',\n", | |
" 'complex128',\n", | |
" 'complex192',\n", | |
" 'complex64',\n", | |
" 'complex_',\n", | |
" 'complexfloating',\n", | |
" 'compress',\n", | |
" 'concatenate',\n", | |
" 'conj',\n", | |
" 'conjugate',\n", | |
" 'convolve',\n", | |
" 'copy',\n", | |
" 'copysign',\n", | |
" 'copyto',\n", | |
" 'core',\n", | |
" 'corrcoef',\n", | |
" 'correlate',\n", | |
" 'cos',\n", | |
" 'cosh',\n", | |
" 'count_nonzero',\n", | |
" 'cov',\n", | |
" 'cross',\n", | |
" 'csingle',\n", | |
" 'ctypeslib',\n", | |
" 'cumprod',\n", | |
" 'cumproduct',\n", | |
" 'cumsum',\n", | |
" 'datetime64',\n", | |
" 'datetime_as_string',\n", | |
" 'datetime_data',\n", | |
" 'deg2rad',\n", | |
" 'degrees',\n", | |
" 'delete',\n", | |
" 'deprecate',\n", | |
" 'deprecate_with_doc',\n", | |
" 'diag',\n", | |
" 'diag_indices',\n", | |
" 'diag_indices_from',\n", | |
" 'diagflat',\n", | |
" 'diagonal',\n", | |
" 'diff',\n", | |
" 'digitize',\n", | |
" 'disp',\n", | |
" 'divide',\n", | |
" 'division',\n", | |
" 'dot',\n", | |
" 'double',\n", | |
" 'dsplit',\n", | |
" 'dstack',\n", | |
" 'dtype',\n", | |
" 'e',\n", | |
" 'ediff1d',\n", | |
" 'einsum',\n", | |
" 'emath',\n", | |
" 'empty',\n", | |
" 'empty_like',\n", | |
" 'equal',\n", | |
" 'errstate',\n", | |
" 'euler_gamma',\n", | |
" 'exp',\n", | |
" 'exp2',\n", | |
" 'expand_dims',\n", | |
" 'expm1',\n", | |
" 'extract',\n", | |
" 'eye',\n", | |
" 'fabs',\n", | |
" 'fastCopyAndTranspose',\n", | |
" 'fft',\n", | |
" 'fill_diagonal',\n", | |
" 'find_common_type',\n", | |
" 'finfo',\n", | |
" 'fix',\n", | |
" 'flatiter',\n", | |
" 'flatnonzero',\n", | |
" 'flexible',\n", | |
" 'fliplr',\n", | |
" 'flipud',\n", | |
" 'float',\n", | |
" 'float16',\n", | |
" 'float32',\n", | |
" 'float64',\n", | |
" 'float96',\n", | |
" 'float_',\n", | |
" 'floating',\n", | |
" 'floor',\n", | |
" 'floor_divide',\n", | |
" 'fmax',\n", | |
" 'fmin',\n", | |
" 'fmod',\n", | |
" 'format_parser',\n", | |
" 'frexp',\n", | |
" 'frombuffer',\n", | |
" 'fromfile',\n", | |
" 'fromfunction',\n", | |
" 'fromiter',\n", | |
" 'frompyfunc',\n", | |
" 'fromregex',\n", | |
" 'fromstring',\n", | |
" 'full',\n", | |
" 'full_like',\n", | |
" 'fv',\n", | |
" 'generic',\n", | |
" 'genfromtxt',\n", | |
" 'get_array_wrap',\n", | |
" 'get_include',\n", | |
" 'get_printoptions',\n", | |
" 'getbufsize',\n", | |
" 'geterr',\n", | |
" 'geterrcall',\n", | |
" 'geterrobj',\n", | |
" 'gradient',\n", | |
" 'greater',\n", | |
" 'greater_equal',\n", | |
" 'half',\n", | |
" 'hamming',\n", | |
" 'hanning',\n", | |
" 'histogram',\n", | |
" 'histogram2d',\n", | |
" 'histogramdd',\n", | |
" 'hsplit',\n", | |
" 'hstack',\n", | |
" 'hypot',\n", | |
" 'i0',\n", | |
" 'identity',\n", | |
" 'iinfo',\n", | |
" 'imag',\n", | |
" 'in1d',\n", | |
" 'index_exp',\n", | |
" 'indices',\n", | |
" 'inexact',\n", | |
" 'inf',\n", | |
" 'info',\n", | |
" 'infty',\n", | |
" 'inner',\n", | |
" 'insert',\n", | |
" 'int',\n", | |
" 'int0',\n", | |
" 'int16',\n", | |
" 'int32',\n", | |
" 'int64',\n", | |
" 'int8',\n", | |
" 'int_',\n", | |
" 'int_asbuffer',\n", | |
" 'intc',\n", | |
" 'integer',\n", | |
" 'interp',\n", | |
" 'intersect1d',\n", | |
" 'intp',\n", | |
" 'invert',\n", | |
" 'ipmt',\n", | |
" 'irr',\n", | |
" 'is_busday',\n", | |
" 'isclose',\n", | |
" 'iscomplex',\n", | |
" 'iscomplexobj',\n", | |
" 'isfinite',\n", | |
" 'isfortran',\n", | |
" 'isinf',\n", | |
" 'isnan',\n", | |
" 'isneginf',\n", | |
" 'isposinf',\n", | |
" 'isreal',\n", | |
" 'isrealobj',\n", | |
" 'isscalar',\n", | |
" 'issctype',\n", | |
" 'issubclass_',\n", | |
" 'issubdtype',\n", | |
" 'issubsctype',\n", | |
" 'iterable',\n", | |
" 'ix_',\n", | |
" 'kaiser',\n", | |
" 'kron',\n", | |
" 'ldexp',\n", | |
" 'left_shift',\n", | |
" 'less',\n", | |
" 'less_equal',\n", | |
" 'lexsort',\n", | |
" 'lib',\n", | |
" 'linalg',\n", | |
" 'linspace',\n", | |
" 'little_endian',\n", | |
" 'load',\n", | |
" 'loads',\n", | |
" 'loadtxt',\n", | |
" 'log',\n", | |
" 'log10',\n", | |
" 'log1p',\n", | |
" 'log2',\n", | |
" 'logaddexp',\n", | |
" 'logaddexp2',\n", | |
" 'logical_and',\n", | |
" 'logical_not',\n", | |
" 'logical_or',\n", | |
" 'logical_xor',\n", | |
" 'logspace',\n", | |
" 'long',\n", | |
" 'longcomplex',\n", | |
" 'longdouble',\n", | |
" 'longfloat',\n", | |
" 'longlong',\n", | |
" 'lookfor',\n", | |
" 'ma',\n", | |
" 'mafromtxt',\n", | |
" 'mask_indices',\n", | |
" 'mat',\n", | |
" 'math',\n", | |
" 'matrix',\n", | |
" 'matrixlib',\n", | |
" 'max',\n", | |
" 'maximum',\n", | |
" 'maximum_sctype',\n", | |
" 'may_share_memory',\n", | |
" 'mean',\n", | |
" 'median',\n", | |
" 'memmap',\n", | |
" 'meshgrid',\n", | |
" 'mgrid',\n", | |
" 'min',\n", | |
" 'min_scalar_type',\n", | |
" 'minimum',\n", | |
" 'mintypecode',\n", | |
" 'mirr',\n", | |
" 'mod',\n", | |
" 'modf',\n", | |
" 'msort',\n", | |
" 'multiply',\n", | |
" 'nan',\n", | |
" 'nan_to_num',\n", | |
" 'nanargmax',\n", | |
" 'nanargmin',\n", | |
" 'nanmax',\n", | |
" 'nanmean',\n", | |
" 'nanmedian',\n", | |
" 'nanmin',\n", | |
" 'nanpercentile',\n", | |
" 'nanstd',\n", | |
" 'nansum',\n", | |
" 'nanvar',\n", | |
" 'nbytes',\n", | |
" 'ndarray',\n", | |
" 'ndenumerate',\n", | |
" 'ndfromtxt',\n", | |
" 'ndim',\n", | |
" 'ndindex',\n", | |
" 'nditer',\n", | |
" 'negative',\n", | |
" 'nested_iters',\n", | |
" 'newaxis',\n", | |
" 'nextafter',\n", | |
" 'nonzero',\n", | |
" 'not_equal',\n", | |
" 'nper',\n", | |
" 'npv',\n", | |
" 'numarray',\n", | |
" 'number',\n", | |
" 'obj2sctype',\n", | |
" 'object',\n", | |
" 'object0',\n", | |
" 'object_',\n", | |
" 'ogrid',\n", | |
" 'oldnumeric',\n", | |
" 'ones',\n", | |
" 'ones_like',\n", | |
" 'outer',\n", | |
" 'packbits',\n", | |
" 'pad',\n", | |
" 'partition',\n", | |
" 'percentile',\n", | |
" 'pi',\n", | |
" 'piecewise',\n", | |
" 'pkgload',\n", | |
" 'place',\n", | |
" 'pmt',\n", | |
" 'poly',\n", | |
" 'poly1d',\n", | |
" 'polyadd',\n", | |
" 'polyder',\n", | |
" 'polydiv',\n", | |
" 'polyfit',\n", | |
" 'polyint',\n", | |
" 'polymul',\n", | |
" 'polynomial',\n", | |
" 'polysub',\n", | |
" 'polyval',\n", | |
" 'power',\n", | |
" 'ppmt',\n", | |
" 'print_function',\n", | |
" 'prod',\n", | |
" 'product',\n", | |
" 'promote_types',\n", | |
" 'ptp',\n", | |
" 'put',\n", | |
" 'putmask',\n", | |
" 'pv',\n", | |
" 'r_',\n", | |
" 'rad2deg',\n", | |
" 'radians',\n", | |
" 'random',\n", | |
" 'rank',\n", | |
" 'rate',\n", | |
" 'ravel',\n", | |
" 'ravel_multi_index',\n", | |
" 'real',\n", | |
" 'real_if_close',\n", | |
" 'rec',\n", | |
" 'recarray',\n", | |
" 'recfromcsv',\n", | |
" 'recfromtxt',\n", | |
" 'reciprocal',\n", | |
" 'record',\n", | |
" 'remainder',\n", | |
" 'repeat',\n", | |
" 'require',\n", | |
" 'reshape',\n", | |
" 'resize',\n", | |
" 'restoredot',\n", | |
" 'result_type',\n", | |
" 'right_shift',\n", | |
" 'rint',\n", | |
" 'roll',\n", | |
" 'rollaxis',\n", | |
" 'roots',\n", | |
" 'rot90',\n", | |
" 'round',\n", | |
" 'round_',\n", | |
" 'row_stack',\n", | |
" 's_',\n", | |
" 'safe_eval',\n", | |
" 'save',\n", | |
" 'savetxt',\n", | |
" 'savez',\n", | |
" 'savez_compressed',\n", | |
" 'sctype2char',\n", | |
" 'sctypeDict',\n", | |
" 'sctypeNA',\n", | |
" 'sctypes',\n", | |
" 'searchsorted',\n", | |
" 'select',\n", | |
" 'set_numeric_ops',\n", | |
" 'set_printoptions',\n", | |
" 'set_string_function',\n", | |
" 'setbufsize',\n", | |
" 'setdiff1d',\n", | |
" 'seterr',\n", | |
" 'seterrcall',\n", | |
" 'seterrobj',\n", | |
" 'setxor1d',\n", | |
" 'shape',\n", | |
" 'short',\n", | |
" 'show_config',\n", | |
" 'sign',\n", | |
" 'signbit',\n", | |
" 'signedinteger',\n", | |
" 'sin',\n", | |
" 'sinc',\n", | |
" 'single',\n", | |
" 'singlecomplex',\n", | |
" 'sinh',\n", | |
" 'size',\n", | |
" 'sometrue',\n", | |
" 'sort',\n", | |
" 'sort_complex',\n", | |
" 'source',\n", | |
" 'spacing',\n", | |
" 'split',\n", | |
" 'sqrt',\n", | |
" 'square',\n", | |
" 'squeeze',\n", | |
" 'std',\n", | |
" 'str',\n", | |
" 'str0',\n", | |
" 'str_',\n", | |
" 'string_',\n", | |
" 'subtract',\n", | |
" 'sum',\n", | |
" 'swapaxes',\n", | |
" 'sys',\n", | |
" 'take',\n", | |
" 'tan',\n", | |
" 'tanh',\n", | |
" 'tensordot',\n", | |
" 'test',\n", | |
" 'testing',\n", | |
" 'tile',\n", | |
" 'timedelta64',\n", | |
" 'trace',\n", | |
" 'transpose',\n", | |
" 'trapz',\n", | |
" 'tri',\n", | |
" 'tril',\n", | |
" 'tril_indices',\n", | |
" 'tril_indices_from',\n", | |
" 'trim_zeros',\n", | |
" 'triu',\n", | |
" 'triu_indices',\n", | |
" 'triu_indices_from',\n", | |
" 'true_divide',\n", | |
" 'trunc',\n", | |
" 'typeDict',\n", | |
" 'typeNA',\n", | |
" 'typecodes',\n", | |
" 'typename',\n", | |
" 'ubyte',\n", | |
" 'ufunc',\n", | |
" 'uint',\n", | |
" 'uint0',\n", | |
" 'uint16',\n", | |
" 'uint32',\n", | |
" 'uint64',\n", | |
" 'uint8',\n", | |
" 'uintc',\n", | |
" 'uintp',\n", | |
" 'ulonglong',\n", | |
" 'unicode',\n", | |
" 'unicode_',\n", | |
" 'union1d',\n", | |
" 'unique',\n", | |
" 'unpackbits',\n", | |
" 'unravel_index',\n", | |
" 'unsignedinteger',\n", | |
" 'unwrap',\n", | |
" 'ushort',\n", | |
" 'vander',\n", | |
" 'var',\n", | |
" 'vdot',\n", | |
" 'vectorize',\n", | |
" 'version',\n", | |
" 'void',\n", | |
" 'void0',\n", | |
" 'vsplit',\n", | |
" 'vstack',\n", | |
" 'warnings',\n", | |
" 'where',\n", | |
" 'who',\n", | |
" 'zeros',\n", | |
" 'zeros_like']" | |
] | |
}, | |
"execution_count": 55, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"dir(numpy)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 56, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"28.011426240018555" | |
] | |
}, | |
"execution_count": 56, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"numpy.std(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 59, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"784.63999999999999" | |
] | |
}, | |
"execution_count": 59, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"numpy.var(a)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 66, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"#Example of Help\n", | |
"numpy.random?" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 69, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"5\n" | |
] | |
} | |
], | |
"source": [ | |
"from random import randint,randrange\n", | |
"print(randint(0,9))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 71, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"4" | |
] | |
}, | |
"execution_count": 71, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
" randrange(10)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 75, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"8\n", | |
"3\n", | |
"7\n", | |
"8\n", | |
"5\n" | |
] | |
} | |
], | |
"source": [ | |
"for x in range(0,5):\n", | |
" print(randrange(10))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"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": "3.4.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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