Example #1
0
 def getvector(self, word):
     try:
         if isstring(word):
             return self.w[self.D[word]]
         elif isnumber(word):
             return self.w[word, :]
     except Exception:
         return None
Example #2
0
 def makemask(self, arg=0):      # default: mask zero
     if isfunction(arg):
         self._mask = arg(self)
     elif isnumber(arg):
         self._mask = tensorops.eq(self, arg)
     else:
         raise Exception("wrong input argument type")
     return self
Example #3
0
def wrapf(attr, root=None):
    if isfunction(attr): # real function
        innerwrap = prefwrap(attr, root)    #lambda *args, **kwargs: fwrap(attr, root, *args, **kwargs)
    elif isnumber(attr) or isstring(attr): # or other literals/non-syms/modules/properties/...
        return attr
    elif isinstance(attr, ModuleType):
        innerwrap = pwrap(attr)
    elif isinstance(attr, theano.Variable):
        innerwrap = vwrap(attr, root)
    else:
        innerwrap = attr
    return innerwrap
Example #4
0
def wrapf(attr, root=None):
    if isfunction(attr): # real function
        innerwrap = OpBlock(attr, root)
    elif isnumber(attr) or isstring(attr): # or other literals/non-syms/modules/properties/...
        return attr
    elif isinstance(attr, ModuleType):
        innerwrap = WrappedAttr(attr)
    elif isinstance(attr, theano.Variable):
        innerwrap = Var(attr)
        if isinstance(root, Var):       # propagate params
            innerwrap.push_params(root._params)
    else:
        innerwrap = attr
    return innerwrap
Example #5
0
def wrapf(attr, root=None):
    if isfunction(attr): # real function
        innerwrap = OpBlock(attr, root)
    elif isnumber(attr) or isstring(attr): # or other literals/non-syms/modules/properties/...
        return attr
    elif isinstance(attr, ModuleType):
        innerwrap = WrappedAttr(attr)
    elif isinstance(attr, theano.Variable):
        innerwrap = Var(attr)
        if isinstance(root, Var):       # propagate params
            innerwrap.push_params(root._params)
    else:
        innerwrap = attr
    return innerwrap
Example #6
0
 def wrap(model, startsymbol=0, stopsymbol=None):
     assert(startsymbol is not None and isnumber(startsymbol))
     if hasattr(model, "searchwrapper"):
         return model.searchwrapper(model, startsymbol=startsymbol, stopsymbol=stopsymbol)
     else:
         raise Exception("no search wrapper assigned to model")