# Untitled

``````

In [23]:

import numpy as np
from ContNoRegret.Domains import unitbox
from ContNoRegret.LossFunctions import PolynomialLossFunction, random_PolynomialLosses
from scipy.stats import norm, uniform
dom = unitbox(2)
tmpfolder = '/Volumes/tmp/'
M = 10
L = 5
T = 500
nus = [1.05, 2]

``````
``````

In [24]:

while len(lossfuncs) < T:
tmpfuncs = np.array(random_PolynomialLosses(dom, 10, M, L, 4, [0,1,2,3,4], dist=uniform(loc=0, scale=3)))
normbounds = {nu: np.array([lossfunc.norm(2/nu, tmpfolder=tmpfolder) for lossfunc in tmpfuncs]) for nu in nus}
Ms = {nu: np.array(normbounds[nu]) for nu in nus}
for i in range(len(normbounds)):
ratio = normbounds[nus[0]][i]/normbounds[nus[1]][i]
if ratio > 1.75:
lossfuncs.append(tmpfuncs[i])
print(len(lossfuncs))

``````
``````

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/opt/local/Library/Frameworks/Python.framework/Versions/3.4/lib/python3.4/site-packages/IPython/kernel/__main__.py:6: RuntimeWarning: invalid value encountered in double_scalars
/opt/local/Library/Frameworks/Python.framework/Versions/3.4/lib/python3.4/site-packages/IPython/kernel/__main__.py:6: RuntimeWarning: invalid value encountered in double_scalars

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/opt/local/Library/Frameworks/Python.framework/Versions/3.4/lib/python3.4/site-packages/IPython/kernel/__main__.py:6: RuntimeWarning: invalid value encountered in double_scalars
/opt/local/Library/Frameworks/Python.framework/Versions/3.4/lib/python3.4/site-packages/IPython/kernel/__main__.py:6: RuntimeWarning: invalid value encountered in double_scalars

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/opt/local/Library/Frameworks/Python.framework/Versions/3.4/lib/python3.4/site-packages/IPython/kernel/__main__.py:6: RuntimeWarning: invalid value encountered in double_scalars

``````
``````

In [26]:

coeffs = [list(lf.coeffs) for lf in lossfuncs]
expos = [lf.exponents for lf in lossfuncs]
with open('coeff_expos_n2.py', 'w') as f:
f.write('coeffs = ' + str(coeffs) + '\n' + 'exponents = ' + str(expos))

``````
``````

In [9]:

[(lossfunc.norm(1.05, tmpfolder=tmpfolder), lossfunc.norm(2, tmpfolder=tmpfolder)) for lossfunc in lossfuncs]

``````
``````

Out[9]:

[(0.031938465259162663, 0.067454455675304489),
(0.014433357847643279, 0.031542985813273069),
(0.013894345062018915, 0.029345759551757347),
(0.024812292248224059, 0.052231451529516068),
(0.010930993861242791, 0.028069393813845496),
(0.011124609412963508, 0.028566573781076392),
(0.0230449009782949, 0.047141297838764577),
(0.017554728909267608, 0.035239457749515736),
(0.017498013294863606, 0.036834932876678883),
(0.033314563170601309, 0.07057553257702838)]

``````
``````

In [19]:

from coeff_expos_n2 import coeffs,exponents

``````
``````

In [12]:

[lossfunc.coeffs for lossfunc in lossfuncs]

``````
``````

Out[12]:

[array([ -7.15378450e-07,  -2.15176337e+00,  -2.56553649e-01]),
array([ -1.38884691e+02,   2.29742538e-12]),
array([ -4.70784903e+02,   1.99297112e-16]),
array([ -1.97731168e-12,   2.01804453e+02,   1.20161595e+02])]

``````
``````

In [21]:

cfs[0]

``````
``````

Out[21]:

[52.942672264359736, -8.743625497449273e-13, 51.122271544881364]

``````
``````

In [22]:

xpnts[0]

``````
``````

Out[22]:

[(4, 2), (0, 0), (4, 3)]

``````
``````

In [25]:

lossfuncs

``````
``````

Out[25]:

[<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a668>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55aa90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55ac50>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563c50>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a400>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a860>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55abe0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563f98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5639b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5632e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a080>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55af28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563048>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4a90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca080>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca400>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3f28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3a90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cab38>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3a20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca908>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4ef0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3ef0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca8d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3c18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca5f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3dd8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca2b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4d68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed46d8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3b00>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca0f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3b38>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce4a8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca470>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce2e8>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4f60>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce4e0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3f98>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce978>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4278>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ced68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4b70>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca7b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca278>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed44e0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cef28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce5f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cac88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cec88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca320>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da7b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4160>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca358>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da160>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3cf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da278>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cecf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3e80>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5dac18>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca4a8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce6d8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5dab70>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da1d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da9b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cef60>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5caa90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5caf60>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da048>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca160>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3e48>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ceb38>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca208>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed49b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da0f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4cf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ceda0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4c88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da9e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5860>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5ba8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da5f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e58d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca0b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca1d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e55f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da400>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e56a0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3d68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5470>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5daf98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce908>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5a20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5f98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da8d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f22e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5dacf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e53c8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f24a8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da668>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5cee48>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5048>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5be0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ceb70>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f25f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ca390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2ac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5daac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4e48>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da3c8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5dae10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5fd0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2588>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ced30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e5e10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2cf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ce0f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2b00>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5e54e0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb588>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2860>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2a20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2f28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2e48>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da588>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4e10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4f28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275e80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275c18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da6a0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8e80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8e10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283be0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8dd8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c2750b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da2e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4470>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1b70>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da5c0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da2b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1c18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283ac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4c50>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5dafd0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c80b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283400>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1f28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283668>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1358>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1588>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275a90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4ac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283ba8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5da0b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283f98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1fd0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c82b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563470>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a320>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c283048>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c10f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1278>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3c88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55aac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275ba8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed42e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55afd0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563400>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55af98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5b3cc0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55aa58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275f28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a5c0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c10b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a3c8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640ac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1b00>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6409b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8e48>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1eb8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55acc0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a6a0>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c2832b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1908>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640cf8>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1a90>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fda0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fe48>,
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<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48feb8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2be0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a8d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55ab00>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48ffd0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640f60>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fba8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2c88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f6a0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1d68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a160>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fd68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f668>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1320>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640c18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b96d8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f7b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9080>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2208>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f9b0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2198>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1860>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9cf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fa90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1e80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fef0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640f28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629160>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629860>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2e80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6298d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1c88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2eb8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1ac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55ae10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2c50>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629320>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6294a8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629d68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640c50>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6297f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f27b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629a90>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a048>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629ac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629b00>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a198>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f27f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb6a0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64aac8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c2835f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6292e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x109948080>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629da0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2908>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6294e0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629278>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64af28>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6297b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a828>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a160>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64ac18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64aa20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a978>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629f98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629400>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a5c0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64ae10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a438>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a1d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a6d8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2278>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64aeb8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629a20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f2d68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5635f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f20b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48f710>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c563748>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64acc0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629e80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629e10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48ff98>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb390>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c3b9518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64ae80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6296d8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640e10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629ba8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fa20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c81d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb630>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8eb8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fe10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8fd0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640e80>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5ebe10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fc18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629e48>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb898>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a240>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629470>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4dd8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640d68>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55af60>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5f20f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fa58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55aa20>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a4a8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c85c0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c8d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c5eb7f0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640cc0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4be0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55acf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a2e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed45f8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6407b8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640940>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55ac88>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a9e8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1cc0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c640518>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4550>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629cf8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1668>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4cc0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c629d30>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c18d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a358>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c6291d0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a860>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4c18>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x108ed4ba8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275a58>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1080>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64ae48>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c64a6a0>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1c50>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275e10>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c55a128>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c4c1780>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c275dd8>,
<ContNoRegret.LossFunctions.PolynomialLossFunction at 0x10c48fc50>]

``````
``````

In [27]:

from coeff_expos_n2 import coeffs,exponents

``````
``````

In [29]:

lossfuncs = [PolynomialLossFunction(dom, coeff,expo) for coeff,expo in zip(coeffs,exponents)]

``````
``````

In [32]:

lossfuncs[0].exponents

``````
``````

Out[32]:

[(4, 2), (0, 0), (4, 3)]

``````
``````

In [ ]:

``````