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zzzzzzzzzzzzz avatar zzzzzzzzzzzzz commented on June 19, 2024

Hi @kyrylosh !

Apologize for a long response.

This method returns a copy of the original graph subgraph. So, it doesn't change the original graph and returns new object which is independent from the original.

As a rule of thumb, get_* methods do not change the original graph.

Here is a little bit modified example from the documentation tutorial 1:

...
sm.remove_edges_below_threshold(0.8)
print(sm.adj)
>> {'address': {'absences': {'origin': 'learned', 'weight': 1.0401114250815813}, 'G1': {'origin': 'learned', 'weight': 1.0067951058436733}}, 'famsize': {}, 'Pstatus': {'famrel': {'origin': 'learned', 'weight': 0.8414079152414446}, 'absences': {'origin': 'learned', 'weight': -1.0538608943790326}, 'G1': {'origin': 'learned', 'weight': 1.2634829976324862}}, 'Medu': {}, 'Fedu': {}, 'traveltime': {}, 'studytime': {'G1': {'origin': 'learned', 'weight': 0.8625899070681395}}, 'failures': {'absences': {'origin': 'learned', 'weight': 0.9395908769320622}}, 'schoolsup': {'G1': {'origin': 'learned', 'weight': -0.8004284975411484}}, 'famsup': {}, 'paid': {'absences': {'origin': 'learned', 'weight': -1.053462507125605}}, 'activities': {}, 'nursery': {}, 'higher': {'Medu': {'origin': 'learned', 'weight': 0.9849012357123937}, 'G1': {'origin': 'learned', 'weight': 2.692412347274737}}, 'internet': {'absences': {'origin': 'learned', 'weight': 0.8368980995953069}}, 'romantic': {}, 'famrel': {}, 'freetime': {}, 'goout': {}, 'Dalc': {'Walc': {'origin': 'learned', 'weight': 0.8621481174505992}}, 'Walc': {}, 'health': {}, 'absences': {}, 'G1': {'G2': {'origin': 'learned', 'weight': 0.890172428823507}}, 'G2': {'G3': {'origin': 'learned', 'weight': 0.8856269211850833}}, 'G3': {}}

Compare with the following

sm.get_target_subgraph("Walc").adj
>> AdjacencyView({'Dalc': {'Walc': {'origin': 'learned', 'weight': 0.8621481174505992}}, 'Walc': {}})

Feel free to ask any questions on this or add your suggestions.

from causalnex.

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