def eqrc(rcses):
eqrcs = []
nsamp = min([r.shape[1] for r in rcses])
for i, r in enumerate(rcses):
ind = rand.ucevts(r.shape[1], nsamp, 5 + i)
eqrcs.append(r[:, ind])
rc = np.column_stack(eqrcs)
return rc
def ucse(stim, size=UCSESIZE, length=LENGTH):
'''
return an ensemble <array[length, size]> of "size" length "length"
windows chosen randomly from stim. Alternately, if size is a False
value, return <array[length, stim.size -length]> containing
all possible windows.
'''
if size:
revts = rand.ucevts(stim.size - length, size, 0)
revts += length
else:
revts = np.arange(length, stim.size)
ens = [stim[i - length:i] for i in revts]
return np.column_stack(ens)
def rand_space(ce, uc, clevel):
inds = rand.ucevts(uc.shape[1], clevel, 2)
return uc[:, inds].transpose()