experimentalFolder = "~/ArmModelPython/Data/ExperimentalHits/"
experiment1 = np.loadtxt(experimentalFolder + "hits0.005")[:, 1]
experiment2 = np.loadtxt(experimentalFolder + "hits0.01")[:, 1]
experiment3 = np.loadtxt(experimentalFolder + "hits0.02")[:, 1]
experiment4 = np.loadtxt(experimentalFolder + "hits0.04")[:, 1]
print(experiment1.shape[0])
resultPath = "~/ArmModelPython/Data/CMAESK20/"
resultName = "50/finalX/x.last"
result1 = np.loadtxt(resultPath + "0.005/" + resultName)
result2 = np.loadtxt(resultPath + "0.01/" + resultName)
result3 = np.loadtxt(resultPath + "0.02/" + resultName)
result4 = np.loadtxt(resultPath + "0.04/" + resultName)
print("chi2, taille 0.005 : " + str(cp.chi2(result1, experiment1)))
print("KS, taille 0.005 : " + str(cp.ks(result1, experiment1)))
print("MWWRankSum, taille 0.005 : " + str(cp.MWWRankSum(result1, experiment1)))
print("KL, taille 0.005 : " + str(cp.kl(result1, experiment1)))
print cp.mw(np.random.normal(0, 0.005, 10000),
np.random.normal(0, 0.005, 10000))
print cp.ks(np.random.normal(0, 0.005, 10000),
np.random.normal(0, 0.005, 10000))
print(
cp.kl(np.random.normal(0, 0.005, 10000), np.random.normal(0, 0.005,
10000)))
