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self.num_data and self.input_dim are set dynamically in class GP() after the shape of X. In MRD, the user-specific values are passed around until X is defined.

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Masha Naslidnyk 🦉 2020-01-10 12:42:03 +00:00
parent 1e06c6ce2f
commit 7871af8dec
2 changed files with 18 additions and 17 deletions
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11
GPy/core/gp.py
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@ -43,8 +43,6 @@ class GP(Model):
self.X = X.copy()
else: self.X = ObsAr(X)
self.num_data, self.input_dim = self.X.shape
assert Y.ndim == 2
logger.info("initializing Y")
@ -199,6 +197,14 @@ class GP(Model):
def _predictive_variable(self):
return self.X
@property
def num_data(self):
return self.X.shape[0]
@property
def input_dim(self):
return self.X.shape[1]
def set_XY(self, X=None, Y=None):
"""
Set the input / output data of the model
@ -236,7 +242,6 @@ class GP(Model):
else:
self.X = ObsAr(X)
self.num_data, self.input_dim = self.X.shape
self.update_model(True)
def set_X(self,X):