summaryrefslogtreecommitdiff
path: root/Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb
diff options
context:
space:
mode:
authorTrupti Kini2016-11-22 23:33:35 +0600
committerTrupti Kini2016-11-22 23:33:35 +0600
commita553f29c9084f7aa93961b9fb5ed0aec18686cb1 (patch)
tree276801cb461354e62668161dddab3eece4ed97da /Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb
parent61728e0cc9b87b4fca18d4269ff2ffd6f9e910a5 (diff)
downloadPython-Textbook-Companions-a553f29c9084f7aa93961b9fb5ed0aec18686cb1.tar.gz
Python-Textbook-Companions-a553f29c9084f7aa93961b9fb5ed0aec18686cb1.tar.bz2
Python-Textbook-Companions-a553f29c9084f7aa93961b9fb5ed0aec18686cb1.zip
Added(A)/Deleted(D) following books
R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter11.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter11.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter11_1cYIymv.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter11_1cYIymv.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter11_b2XsTwq.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter11_b2XsTwq.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter12.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter12.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter12_MbtXOSy.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter12_MbtXOSy.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter12_tyNLSnr.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter12_tyNLSnr.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter13.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter13.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter13_IKwAwKI.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter13_IKwAwKI.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter13_xbFXJW8.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter13_xbFXJW8.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter14.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter14.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter14_Gi0X0ZR.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter14_Gi0X0ZR.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter14_XSNxMWG.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter14_XSNxMWG.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter15_QY6wZIq.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15_QY6wZIq.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter15_RiCS0Ai.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15_RiCS0Ai.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter16.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter16.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter16_0NyhPvP.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter16_0NyhPvP.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter16_pnkscJu.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter16_pnkscJu.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter18.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter18.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter18_C36GpSn.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter18_C36GpSn.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter18_EqgYm0p.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter18_EqgYm0p.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter19.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter19.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter19_0g2boiT.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter19_0g2boiT.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter19_QpHK5JI.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter19_QpHK5JI.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter2.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter2.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter20.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter20.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter20_SPZbkqz.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter20_SPZbkqz.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter20_hKMNWxW.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter20_hKMNWxW.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter21.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter21.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter21_GeNhAzQ.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter21_GeNhAzQ.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter21_tQfhnpH.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter21_tQfhnpH.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter22.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter22.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter22_R5zqRoP.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter22_R5zqRoP.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter22_wZJNJdr.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter22_wZJNJdr.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter23.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter23.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter23_3CMvYM4.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter23_3CMvYM4.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter23_9hMbnX4.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter23_9hMbnX4.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter2_8BakG8I.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter2_8BakG8I.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter2_W8u7liz.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter2_W8u7liz.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter5.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter5.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter5_RsBz4a7.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter5_RsBz4a7.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter5_VQzvFGO.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter5_VQzvFGO.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter6.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter6.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter6_18MJqWw.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter6_18MJqWw.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter6_4vuzkiJ.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter6_4vuzkiJ.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter8.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter8.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter8_817bFiA.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter8_817bFiA.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter8_wMvTWIF.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter8_wMvTWIF.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter9.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter9.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter9_f0YzOCH.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter9_f0YzOCH.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/Chapter9_vhHgT2e.ipynb -> Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter9_vhHgT2e.ipynb R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/cap1.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/cap1.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/cap1_v96t3WK.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/cap1_v96t3WK.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/index.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/index.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/index2.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/index2.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/index2_za7aGFC.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/index2_za7aGFC.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/index_Is0qqx4.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/index_Is0qqx4.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/pic1.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/pic1.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/pic2.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/pic2.png R Electrical_&_Electronic_Systems_by_Neil_Storey/screenshots/pic3.png -> Electrical_and_Electronic_Systems_by_Neil_Storey/screenshots/pic3.png M f_by_df/README.txt A f_by_df/ami.ipynb A f_by_df/screenshots/array_factor_TIPCqXh.png A f_by_df/screenshots/array_factor_iQfSDI6.png A f_by_df/screenshots/blank1_copy.png
Diffstat (limited to 'Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb')
-rw-r--r--Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb395
1 files changed, 395 insertions, 0 deletions
diff --git a/Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb b/Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb
new file mode 100644
index 00000000..0cab5dbb
--- /dev/null
+++ b/Electrical_and_Electronic_Systems_by_Neil_Storey/Chapter15.ipynb
@@ -0,0 +1,395 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Chapter : Alternating Voltages and Currents"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.1, Page 305"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Reactance, Xl = 1 Ohm\n"
+ ]
+ }
+ ],
+ "source": [
+ "#Initialisation\n",
+ "w=1000 #Angular Frequency \n",
+ "L=10**-3 #Inductance\n",
+ "\n",
+ "#Calculation\n",
+ "Xl=w*L #Reactance\n",
+ "\n",
+ "#Result\n",
+ "print'Reactance, Xl = %d Ohm'%Xl"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.2, Page 305"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Reactance, Xl = 1.59 KOhm\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "#Initialisation\n",
+ "f=50 #frequency\n",
+ "C=2*10**-6 #Capacitance\n",
+ "\n",
+ "#Calculation\n",
+ "w=2*math.pi*f #Angular Frequency \n",
+ "Xc=1/(w*C) #Reactance\n",
+ "\n",
+ "#Result\n",
+ "print'Reactance, Xl = %.2f KOhm'%(Xc/1000)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.3, Page 306"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Peak Current, IL = 318 mA\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "#Initialisation\n",
+ "f=100 #frequency\n",
+ "l=25*10**-3 #Inductance\n",
+ "Vl=5 #AC Voltage (Sine)\n",
+ "\n",
+ "#Calculation\n",
+ "w=2*math.pi*f #Angular Frequency \n",
+ "Xl=w*l #Reactance\n",
+ "Il=Vl*Xl**-1\n",
+ "\n",
+ "#Result\n",
+ "print'Peak Current, IL = %d mA'%(Il*10**3)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.4, Page 306"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Voltage appear across the capacitor, V = 8 V r.m.s\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "#Initialisation\n",
+ "Ic=2 #sinusoidal Current\n",
+ "C=10*10**-3 #Capacitance\n",
+ "w=25 #Angular Frequency \n",
+ "\n",
+ "\n",
+ "\n",
+ "#Calculation \n",
+ "Xc=1/(w*C) #Reactance\n",
+ "Vc= Ic*Xc #Voltage\n",
+ "\n",
+ "#Result\n",
+ "print'Voltage appear across the capacitor, V = %d V r.m.s'%(Vc)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.5, Page 309"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "(a) V = 63.6 V\n",
+ "(b) V = 38.15 V\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "#Initialisation\n",
+ "I=5 #sinusoidal Current\n",
+ "R=10 #Resistance in Ohm\n",
+ "f=50 #Frequency in Hertz\n",
+ "L=0.025 #Inductancec in Henry\n",
+ " \n",
+ "\n",
+ "#Calculation \n",
+ "Vr=I*R #Voltage across resistor\n",
+ "Xl=2*math.pi*f*L #Reactance\n",
+ "VL= I*Xl #Voltage across inductor\n",
+ "V=math.sqrt((Vr**2)+(VL**2)) #total voltage\n",
+ "phi=math.atan(VL*Vr**-1) #Phase Angle in radians\n",
+ "\n",
+ "#Result\n",
+ "print'(a) V = %.1f V'%(V)\n",
+ "print'(b) V = %.2f V'%(phi*180/math.pi) #phase angle in degree"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.6, Page 311"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 45,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "(a) Current, I = 884 uA\n",
+ "(b) V = -27.95 V\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "#Initialisation\n",
+ "R=10**4 #Resistance in Ohm\n",
+ "f=10**3 #Frequency in Hertz\n",
+ "C=3*10**-8 #Capacitance in Farad\n",
+ "V=10 #Voltage\n",
+ "\n",
+ "#Calculation \n",
+ "Xc=1/(2*math.pi*f*C) #Reactance\n",
+ "a=((10**4)**2)+(5.3*10**3)**2\n",
+ "I=math.sqrt((V**2)/a) #Current in Amp\n",
+ "Vr=I*R #Voltage\n",
+ "Vc=Xc*I #Voltage\n",
+ "phi=math.atan(Vc/Vr) #Phase Angle in radians\n",
+ "\n",
+ "#Result\n",
+ "print'(a) Current, I = %d uA'%round(I*10**6)\n",
+ "print'(b) V = %.2f V'%(-phi*180/math.pi) #phase angle in degree"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.7, Page 317"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 49,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Z = 200 + j 62 Ohms\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "\n",
+ "#Initialisation\n",
+ "I=5 #sinusoidal Current\n",
+ "R=200 #Resistance in Ohm\n",
+ "f=50 #Frequency in Hertz\n",
+ "L=400*10**-3 #Inductancec in Henry\n",
+ "C=50*10**-6 #Capacitance in Henry \n",
+ "\n",
+ "#Calculation \n",
+ "Vr=I*R #Voltage across resistor\n",
+ "Xl=2*math.pi*f*L #Reactance\n",
+ "Xc=1/(2*math.pi*f*C) #Reactance\n",
+ "i=Xl-Xc\n",
+ "\n",
+ "#Result\n",
+ "print'Z = %d + j %d Ohms'%(R,i)\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Example 15.8, Page 320"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "vo = 12.4 < 29.7\n",
+ "Therefore\n",
+ "vo = 12.4 sin(500 t + 29.7)\n"
+ ]
+ }
+ ],
+ "source": [
+ "import math\n",
+ "from numpy import ones\n",
+ "\n",
+ "#Initialisation\n",
+ "R1=5 #Resistance in Ohm\n",
+ "R2=50 #Resistance in Ohm\n",
+ "w=500 #rad/s\n",
+ "L=50*10**-3 #Inductancec in Henry\n",
+ "C=200*10**-6 #Capacitance in Henry \n",
+ "v=10\n",
+ "\n",
+ "#Calculation\n",
+ "Xc=1/(w*C) #Reactance\n",
+ "Z1=complex(R1,-Xc) #taking in complex form\n",
+ "a=(R2*w**2*L**2)/(R2**2+(w**2*L**2))\n",
+ "b=(R2**2*w*L)/(R2**2+(w**2*L**2))\n",
+ "Z2=complex(a,b) #taking in complex form\n",
+ "Z3=(Z1+Z2)\n",
+ "Z=Z2/Z3\n",
+ "r=math.sqrt((Z.real)**2 + (Z.imag)**2) #converting in polar (absolute)\n",
+ "r1=v*r \n",
+ "phi=math.atan(Z.imag/Z.real) #converting in polar (phase)\n",
+ "\n",
+ "#Result\n",
+ "print'vo = %.1f < %.1f'%(r1,(phi*180/math.pi))\n",
+ "print'Therefore'\n",
+ "print'vo = %.1f sin(%d t + %.1f)'%(r1,w,(phi*180/math.pi))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": true
+ },
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": true
+ },
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": true
+ },
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python [Root]",
+ "language": "python",
+ "name": "Python [Root]"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}