Dev Update (#582)

* Fix adaptive refinement (#571)


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Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>

* Remove collector

* Fixes

* Fixes

* rm unnecessary comment

* fix advection (#581)

* Fix tutorial .html link (#580)

* fix problem data collection for v0.1 (#584)

* Message Passing Module (#516)

* add deep tensor network block

* add interaction network block

* add radial field network block

* add schnet block

* add equivariant network block

* fix + tests + doc files

* fix egnn + equivariance/invariance tests

Co-authored-by: Dario Coscia <dariocos99@gmail.com>

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Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>

* add type checker (#527)

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Co-authored-by: Filippo Olivo <filippo@filippoolivo.com>
Co-authored-by: Giovanni Canali <115086358+GiovanniCanali@users.noreply.github.com>
Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>

pina/data/dataset.py

@@ -239,6 +239,22 @@ class PinaTensorDataset(PinaDataset):
         """
         return {k: v["input"] for k, v in self.conditions_dict.items()}
 
+    def update_data(self, new_conditions_dict):
+        """
+        Update the dataset with new data.
+        This method is used to update the dataset with new data. It replaces
+        the current data with the new data provided in the new_conditions_dict
+        parameter.
+
+        :param dict new_conditions_dict: Dictionary containing the new data.
+        :return: None
+        """
+        for condition, data in new_conditions_dict.items():
+            if condition in self.conditions_dict:
+                self.conditions_dict[condition].update(data)
+            else:
+                self.conditions_dict[condition] = data
+
 
 class PinaGraphDataset(PinaDataset):
     """