lgf = {'family':'sans-serif','style':'normal','weight':'medium','size':18}
pp.rc('font', **smf)
pp.rc('lines',lw=2)
# plotting
fig,ax_array = pp.subplots(nrows=2,ncols=1,figsize=res,dpi=dpi,sharex=True)
figtool.axes_weight_global(ax_array,weight=1,ticksize=5)
fig.patch.set_alpha(1.0) # set to 0.0 for transparency
for ax in ax_array:
ax.patch.set_facecolor('white')
epoc_time = cpu_array[:,0] - cpu_array[0,0]
mem_usage = 100*mem_array[:,2]
for cpu_usage in 100*cpu_array[:,1:].T:
ax_array[0].plot(epoc_time,cpu_usage)
ax_array[1].plot(epoc_time,mem_usage)
# ax.text(1.0/20,2.0/30,'gaussian noise',color='blue',transform=ax.transAxes)
pp.ylim(0,100)
pp.xlabel('epoc_time',**smf)
pp.ylabel('percentage (%)',**smf)
pp.title('cpu and memory tracking',**lgf)
io.savefig('sys_tracking.png',dpi=dpi,format='png',timestamp=False)
pp.show()
x = np.linspace(0,10,N)
y = np.random.normal(0,1,N)
# quality and appearance settings
res = (15,10)
dpi = 72
smf = {'family':'sans-serif','style':'normal','weight':'medium','size':18}
lgf = {'family':'sans-serif','style':'normal','weight':'medium','size':18}
pp.rc('font', **smf)
pp.rc('lines',lw=2)
# plotting
fig, ax = pp.subplots(nrows=1,ncols=1,figsize=res,dpi=dpi)
figtool.axes_weight_global(ax,weight=2,ticksize=5)
fig.patch.set_alpha(0.0)
ax.patch.set_facecolor('white')
pp.plot(x,y)
ax.text(1.0/20,2.0/30,'gaussian noise',color='blue',transform=ax.transAxes)
pp.xlim(0,10)
pp.ylim(-5,5)
pp.xlabel('linspace(0,10,1000)',**smf)
pp.ylabel('N(0,1)',**smf)
pp.title('Normal model N(0,1) sampled N = ' + str(N),**lgf)
io.savefig('normal.png',dpi=dpi,format='png',timestamp=False)
pp.show()