gistfile1.txt

---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
<ipython-input-65-a4128a1c8e7f> in <module>()
     14     gp = pm.gp.Marginal(cov_func=cov_func)
     15     f = gp.marginal_likelihood('f',X,y,0.1)
---> 16     f_star = gp.conditional('fstar',Xnew)
     17 

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/pymc3-3.3rc2-py3.6.egg/pymc3/gp/gp.py in conditional(self, name, Xnew, pred_noise, given, **kwargs)
    501 
    502         givens = self._get_given_vals(given)
--> 503         mu, cov = self._build_conditional(Xnew, pred_noise, False, *givens)
    504         chol = cholesky(cov)
    505         shape = infer_shape(Xnew, kwargs.pop("shape", None))

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/pymc3-3.3rc2-py3.6.egg/pymc3/gp/gp.py in _build_conditional(self, Xnew, pred_noise, diag, X, y, noise, cov_total, mean_total)
    453         A = solve_lower(L, Kxs)
    454         v = solve_lower(L, rxx)
--> 455         mu = self.mean_func(Xnew) + tt.dot(tt.transpose(A), v)
    456         if diag:
    457             Kss = self.cov_func(Xnew, diag=True)

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/Theano-1.0.1-py3.6.egg/theano/tensor/var.py in __add__(self, other)
    126     def __add__(self, other):
    127         try:
--> 128             return theano.tensor.basic.add(self, other)
    129         # We should catch the minimum number of exception here.
    130         # Otherwise this will convert error when Theano flags

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/Theano-1.0.1-py3.6.egg/theano/gof/op.py in __call__(self, *inputs, **kwargs)
    672                 thunk.outputs = [storage_map[v] for v in node.outputs]
    673 
--> 674                 required = thunk()
    675                 assert not required  # We provided all inputs
    676 

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/Theano-1.0.1-py3.6.egg/theano/gof/op.py in rval()
    860 
    861         def rval():
--> 862             thunk()
    863             for o in node.outputs:
    864                 compute_map[o][0] = True

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/Theano-1.0.1-py3.6.egg/theano/gof/cc.py in __call__(self)
   1733                 print(self.error_storage, file=sys.stderr)
   1734                 raise
-> 1735             reraise(exc_type, exc_value, exc_trace)
   1736 
   1737 

~/anaconda3/envs/kerastf/lib/python3.6/site-packages/six.py in reraise(tp, value, tb)
    691             if value.__traceback__ is not tb:
    692                 raise value.with_traceback(tb)
--> 693             raise value
    694         finally:
    695             value = None

ValueError: Input dimension mis-match. (input[0].shape[1] = 200, input[1].shape[1] = 100)