Lines Matching refs:np
6 import numpy as np namespace
25 C0 = np.zeros((1,VECDIM))
26 C1 = np.copy(C0)
39 v = np.random.randn(1,VECDIM)
47 c = np.random.choice([0,1])
60 c0 = np.zeros((1,vecdim))
61 c1 = np.copy(c0)
64 v = np.random.randn(1,vecdim)
66 c = np.random.choice([0,1])
79 v = np.random.randn(1,VECDIM)
81 c = np.random.choice([0,1])
89 inputs=np.array(inputs)
94 references=np.array(references)
102 intercept = np.array(clf.intercept_)
109 dims=np.array([kind,theclass[0],theclass[1],NBTESTSAMPLE,VECDIM,nbSupportVectors])
111 dims=np.array([kind,theclass[0],theclass[1],NBTESTSAMPLE,VECDIM,nbSupportVectors,clf.degree])
113 dims=np.array([kind,theclass[0],theclass[1],NBTESTSAMPLE,VECDIM,nbSupportVectors])
115 dims=np.array([kind,theclass[0],theclass[1],NBTESTSAMPLE,VECDIM,nbSupportVectors])
120 params=np.concatenate((supportVectors,dualCoefs,intercept))
122 coef0 = np.array([clf.coef0])
123 gamma = np.array([clf._gamma])
124 params=np.concatenate((supportVectors,dualCoefs,intercept,coef0,gamma))
126 gamma = np.array([clf._gamma])
127 params=np.concatenate((supportVectors,dualCoefs,intercept,gamma))
129 coef0 = np.array([clf.coef0])
130 gamma = np.array([clf._gamma])
131 params=np.concatenate((supportVectors,dualCoefs,intercept,coef0,gamma))
196 coef0 = list(np.array([clf.coef0]))
197 gamma = list(np.array([clf._gamma]))
198 degree=list(np.array([1.0*clf.degree]))
202 gamma = list(np.array([clf._gamma]))
206 coef0 = list(np.array([clf.coef0]))
207 gamma = list(np.array([clf._gamma]))
220 r=np.array([element for element in itertools.product(*someLists)])