def u_2(self):
v = self.p.t1().u_m()
v2 = self.p.t1_r().u_m()
s = (1 / (v + 0.1)) * (v2 + 0.1)
w = {i: s[i] + 1 for i in v_gi(v)}
o = sorted(w, key=w.get, reverse=True)
return o
def to_wv(v, wv):
v2 = np.zeros(wv.shape[1])
s = sum(v)
for i in v_gi(v):
v2 += (v[i] * wv[i])
if s > 0.0:
v2 = v2 / s
return v2
def c_2(self):
v = self.p.t1().c_m()
v2 = self.p.t1_r().c_m()
#v2 = v2 * 0
s = (1 / (v + 0.1)) * (v2 + 0.1)
w = {i: s[i] for i in v_gi(v)}
o = sorted(w, key=w.get, reverse=True)
return o
def gen_co(v, w):
m = np.zeros([len(w), len(w)])
for v_ in v:
i = v_gi(v_)
for k1 in range(len(i)):
for k2 in range(k1 + 1, len(i)):
m[i[k1], i[k2]] += 1
m[i[k2], i[k1]] += 1
return m
def c_pick(self):
v = self.p.t1().c_m()
f = 1 / (self.c_f + 1)
s = self.w1 * v/sum(v) + \
self.w2 * self.d_f/sum(self.d_f) + \
self.w3 * f/sum(f)
w = {i: s[i] for i in v_gi(v)}
o = sorted(w, key=w.get, reverse=True) # max
return o
def c_pick(self):
t_ = self.p.t1()
r = []
for i, c2 in enumerate(t_.c2):
sc = c_sim(c2, self.ec)
if sc >= self.sc_low:
r.append(i)
t2_ = t(t_.v[r])
v = t2_.c_m()
w = {i: v[i] for i in v_gi(v)}
o = sorted(w, key=w.get, reverse=True) # max
return o
import numpy as np
import os
from d.e import e
from d.dt import dd
from d.de import de
from d.ul import v_gi, c_sim
from d.g.wv import e_cv
e_ = e(np.load(os.path.join(dd, "e2.npy")))
q = 50
qc = e_cv.v[q]
w = {}
for i, c2 in enumerate(e_.c2):
w[i] = c_sim(qc, c2)
o = sorted(w, key=w.get, reverse=True) # max
r = e(e_.v[o[:30]])
print("q:{}".format(de.sh_c([q])))
for i in r.c:
print(de.sh_c(v_gi(i)))
from d.dt import dt
from d.de import de
from d.ul import v_gi
# c
c = 0
for i, v in zip(dt.t.ti, dt.t.c):
print("\n"+dt.raw[str(int(i))]["text"])
print(dt.sh_c(v_gi(v)))
c += 1
if c > 200:
break
# u
c = 0
for i, v in zip(dt.t.ti, dt.t.u):
print("\n"+dt.raw[str(int(i))]["user"]["description"])
print(dt.sh_u(v_gi(v)))
c += 1
if c > 200:
break
# e
for i, v in zip(de.e.ei, de.e.c):
print("\n"+de.raw[str(int(i))]["text"])
print(de.sh_c(v_gi(v)))
# for i in tf_.vr.vocabulary_:
# if not i in o:
# print("error")
# w[i] = c_sim(qc, c2) + \
# u_sim(qu, u2) + \
# l_sim(ql, l) + \
# z_sim(qz, z)
w[i] = c_sim(qc, c2)
#w[i] = u_sim(qu, u2)
# w[i] = l_sim(ql, l)
# w[i] = z_sim(qz, z)
o = sorted(w, key=w.get, reverse=True) # max
r = t(t_.v[o[:30]])
print("q_c:{}".format(dt.sh_c([q])))
for i in r.c:
print(dt.sh_c(v_gi(i)))
# u
w = {}
for i, (c2, u2, l, z) in enumerate(zip(t_.c2, t_.u2, t_.l, t_.z)):
w[i] = u_sim(qu, u2)
o = sorted(w, key=w.get, reverse=True) # max
r = t(t_.v[o[:30]])
print("\nq_u:{}".format(dt.sh_u([q])))
for i in r.u:
print(dt.sh_u(v_gi(i)))