def function2():
a = numpy.random.rand(100, 200)
covmat = numpy.dot(a, a.T) / 100**2
a = sqrtm(covmat)
b = invsqrtm(covmat)
c = expm(covmat)
d = logm(covmat)
e = powm(covmat, 2)
def test_expm():
numpy_array = numpy.array([[2, 1, 0], [1, 2, 0], [0, 0, 3]])
if (CovMat(numpy_array).expm - CovMat(expm(numpy_array))).norm() < 1e-10:
print("expm: PASS")
return True
else:
print("expm: FAIL")
return False
def function2():
a = numpy.random.rand(100, 200)
covmat = numpy.dot(a, a.T) / 100 ** 2
a = sqrtm(covmat)
b = invsqrtm(covmat)
c = expm(covmat)
d = logm(covmat)
e = powm(covmat, 2)
