def setUpClass(cls):
cls.x_equiR_1, cls.w_equiR_1 = qnwequi(n, a, b, "R", random_state=41)
temp, cls.w_equiR_3 = qnwequi(n_3, a_3, b_3, "R", random_state=42)
# NOTE: I need to do a little magic here. MATLAB and numpy
# are generating the same random numbers, but MATLAB is
# column major and numpy is row major, so they are stored
# in different places for multi-dimensional arrays.
# The ravel, reshape code here moves the numpy nodes into
# the same relative position as the MATLAB ones. Also, in
# order for this to work I have to undo the shifting of
# the nodes, re-organize data, then re-shift. If this
# seems like voodoo to you, it kinda is. But, the fact
# that the test can pass after this kind of manipulation
# is a strong indicator that we are doing it correctly
unshifted = (temp - a_3) / (b_3 - a_3)
reshaped = np.ravel(unshifted).reshape(315, 3, order='F')
reshifted = a_3 + reshaped * (b_3 - a_3)
cls.x_equiR_3 = reshifted
def setUpClass(cls):
cls.x_equiR_1, cls.w_equiR_1 = qnwequi(n, a, b, "R", random_state=41)
temp, cls.w_equiR_3 = qnwequi(n_3, a_3, b_3, "R", random_state=42)
# NOTE: I need to do a little magic here. MATLAB and numpy
# are generating the same random numbers, but MATLAB is
# column major and numpy is row major, so they are stored
# in different places for multi-dimensional arrays.
# The ravel, reshape code here moves the numpy nodes into
# the same relative position as the MATLAB ones. Also, in
# order for this to work I have to undo the shifting of
# the nodes, re-organize data, then re-shift. If this
# seems like voodoo to you, it kinda is. But, the fact
# that the test can pass after this kind of manipulation
# is a strong indicator that we are doing it correctly
unshifted = (temp - a_3) / (b_3 - a_3)
reshaped = np.ravel(unshifted).reshape(315, 3, order='F')
reshifted = a_3 + reshaped * (b_3 - a_3)
cls.x_equiR_3 = reshifted
def setUpClass(cls):
cls.x_equiH_1, cls.w_equiH_1 = qnwequi(n, a, b, "H")
cls.x_equiH_3, cls.w_equiH_3 = qnwequi(n_3, a_3, b_3, "H")
def setUpClass(cls):
cls.x_equiH_1, cls.w_equiH_1 = qnwequi(n, a, b, "H")
cls.x_equiH_3, cls.w_equiH_3 = qnwequi(n_3, a_3, b_3, "H")