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@soumikghosal
Last active February 13, 2017 08:36
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Python: Matplotlib
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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import os as os"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"x = [1, 2, 3, 4]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"y= lambda x: x+2 "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"3"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"y(1)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"y=list(map(lambda x: x+2 ,x))"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"[3, 4, 5, 6]"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"y"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"y=list(filter(lambda x: x%2==0, x))"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"[2, 4]"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"y"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from functools import reduce\n",
"a = [1, 2, 3, 4]\n",
"product = reduce((lambda x, y: x * y), a)\n",
"prod=reduce((lambda x, y : x*y/2),a)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"24"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"product"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"3.0"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"prod"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import numpy as np\n",
"t = np.linspace(-np.pi,np.pi, 361)\n",
"sin=np.sin(t)\n",
"cos=np.cos(t)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from matplotlib import pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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5subSHcf2xoyB4sXh6ad1J7m7DlU7kNcvL2PjxuqOYnuFC0ObNubIlJyPYR0p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\ncMpgAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x725c690>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(t,sin)\n",
"plt.plot(t,cos)\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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F795WuzY0buwvFg9KSuDDD2HFCt+RhIxzsPfeseN33rFeIQkNJX+Rcjz0kE30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\nAqPkLyIiUmD+H4P5gJ2aMEQIAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x77c7790>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"X = np.linspace(-np.pi, np.pi, 256, endpoint=True)\n",
"C, S = np.cos(X), np.sin(X)\n",
"\n",
"plt.plot(X, C, color=\"blue\", linewidth=2.5, linestyle=\":\") # line type=':' '-.' 'steps' #linestyle=ls #linewidth=lw\n",
"plt.plot(X, S, 'r--', linewidth=2.5, marker=3)\n",
"\n",
"plt.xlim(-5,5)\n",
"plt.ylim(-1,1)\n",
"plt.xticks([-np.pi, -np.pi/2, 0, np.pi/2, np.pi]) #the values we need to see on the axis\n",
"plt.yticks([-1, 0, +1])\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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07dqVtLQ0unTp4u73FcKGuz9vcXG3kJnZBAjB/vdgRblITEyxz88r9+X/g1pQ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\np2IuIiIScCrmIiIiAff/O2KwRECBCj0AAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x731de90>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(t,sin,'rs',t,cos,'b^') #rs- red square; b^- blue triangle\n",
"plt.xlabel(\"Angles\", fontsize=15)\n",
"\n",
"plt.legend( ['Sine Curve','Cosine Curve'],loc='upper left',fontsize=11)\n",
"\n",
"ax = plt.gca() # gca stands for 'get current axis'\n",
"\n",
"ax.spines['right'].set_color('none') #'none' - invisible right spine\n",
"ax.spines['top'].set_color('none') #'none' - invisible right spine\n",
"\n",
"ax.spines['bottom'].set_position(('data',0)) #position the x axis\n",
"ax.spines['left'].set_position(('data',0)) #position the y axis\n",
"\n",
"ax.xaxis.set_ticks_position('bottom') #position of x axis ticks\n",
"ax.yaxis.set_ticks_position('left') #position of y axis ticks\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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LL7YFl7vtZn+cBw+GpUvDxrd4sRXIat/+j7UbffvCnDkW6/77h43POeeiFlkC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\nSUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7401c50>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(1)\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(t,sin)\n",
"\n",
"plt.figure(1)\n",
"plt.subplot(2,3,4)\n",
"plt.plot(t,cos)\n",
"\n",
"plt.figure(1)\n",
"plt.subplot(2,3,5)\n",
"plt.plot(t,t**2)\n",
"\n",
"plt.figure(1)\n",
"plt.subplot(2,3,6)\n",
"plt.plot(t,t)\n",
"\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python [default]",
"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": "3.5.2"
}
},
"nbformat": 4,
"nbformat_minor": 1
}
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