Rename XDot Op to Dot

Author: ricardoV94

pytensor/xtensor/math.py

@@ -145,7 +145,7 @@ def softmax(x, dim=None):
     return exp_x / exp_x.sum(dim=dim)
 
 
-class XDot(XOp):
+class Dot(XOp):
     """Matrix multiplication between two XTensorVariables.
 
     This operation performs matrix multiplication between two tensors, automatically
@@ -247,6 +247,6 @@ def dot(x, y, dim: str | Iterable[str] | EllipsisType | None = None):
         if d not in union:
             raise ValueError(f"Dimension {d} not found in either input")
 
-    result = XDot(dims=tuple(dim_set))(x, y)
+    result = Dot(dims=tuple(dim_set))(x, y)
 
     return result

pytensor/xtensor/rewriting/math.py

@@ -4,12 +4,12 @@
 from pytensor.tensor import einsum
 from pytensor.tensor.shape import specify_shape
 from pytensor.xtensor.basic import tensor_from_xtensor, xtensor_from_tensor
-from pytensor.xtensor.math import XDot
+from pytensor.xtensor.math import Dot
 from pytensor.xtensor.rewriting.utils import register_lower_xtensor
 
 
 @register_lower_xtensor
-@node_rewriter(tracks=[XDot])
+@node_rewriter(tracks=[Dot])
 def lower_dot(fgraph, node):
     """Rewrite XDot to tensor.dot.