def __init__(self, w):
'''input is either a filename or weightstr.'''
if w.strip() != "" and not (w.find(":") >= 0 or w.find("=") >= 0):
w = open(w).readline().strip() # single line
Vector.__init__(self, w)
print >> logs, 'using weights: "%s...%s" (%d fields)' \
% (w[:10], w[-10:], len(self))
self.lm_weight = self["lm"]
def __init__(self, w):
'''input is either a filename or weightstr or vector .'''
if not isinstance(w, Vector) and w.strip() != "" and not (w.find(":") >= 0 or w.find("=") >= 0):
w = open(w).readline().strip() # single line
Vector.__init__(self, w)
print >> logs, 'using weights: (%d fields)' \
% (len(self))
self.lm_weight = self["lm"]
def __init__(self, d={}):
Vector.__init__(self, d)
self.last_update = {}
self.N = 0 ## number of examples (per iter). will be reset at the end of the first iteration
