def projectL(self, L):
if L.ndim == 3:
pL = np.zeros(L.shape,"float")
for i in range(L.shape[2]):
pL[...,i] = utils.project_simplex(L[...,i], self.I0_sum[i])
return pL
else:
return utils.project_simplex(L, self.I0_sum)
def projectL(self, L):
if L.ndim == 3:
pL = np.zeros(L.shape, "float")
for i in range(L.shape[2]):
pL[..., i] = utils.project_simplex(L[..., i], self.I0_sum[i])
return pL
else:
return utils.project_simplex(L, self.I0_sum)
def projectP(self, P):
#~
#~ pcut = P.max() * self.cutoff
#~ if pcut <0 :
#~ raise ValueError("P was all negative!")
#~ P = P * (P > pcut)
#~ P /= P.sum()
#~ return P
return utils.project_simplex(P)
def projectP(self, P):
#~
#~ pcut = P.max() * self.cutoff
#~ if pcut <0 :
#~ raise ValueError("P was all negative!")
#~ P = P * (P > pcut)
#~ P /= P.sum()
#~ return P
return utils.project_simplex(P)
def projectXP(self, X):
return utils.project_simplex(X)
def projectXP(self, X):
return utils.project_simplex(X)
