[Python] Can someone correct the code ? It says NameError: name 'Node' is not defined

Discussão em 'Python' iniciado por Stack, Março 3, 2025.

  1. Stack

    Stack Membro Participativo

    # Also the terms Node, DiscreteDistribution, ConditionalProbabilityTable, distribution, BayesianNetwork(), add_edge, bake are not being recognised.

    from pomegranate import \*

    # Rain node has no parents

    rain = Node(DiscreteDistribution({"none": 0.7,"light": 0.2,"heavy": 0.1}), name="rain")

    # Track maintenance node is conditional on rain

    maintenance = Node(ConditionalProbabilityTable(\[\["none", "yes", 0.4\],\["none", "no", 0.6\],\["light", "yes", 0.2\],\["light", "no", 0.8\],\["heavy", "yes", 0.1\],\["heavy", "no", 0.9\]\], \[rain.distribution\]), name="maintenance")

    # Train node is conditional on rain and maintenance

    train = Node(ConditionalProbabilityTable(\[\["none", "yes", "on time", 0.8\],\["none", "yes", "delayed", 0.2\],\["none", "no", "on time", 0.9\],\["none", "no", "delayed", 0.1\],\["light", "yes", "on time", 0.6\],
    \["light", "yes", "delayed", 0.4\],\["light", "no", "on time", 0.7\],\["light", "no", "delayed", 0.3\],
    \["heavy", "yes", "on time", 0.4\],\["heavy", "yes", "delayed", 0.6\],\["heavy", "no", "on time", 0.5\],\["heavy", "no", "delayed", 0.5\],\], \[rain.distribution, maintenance.distribution\]), name="train")

    # Appointment node is conditional on train

    appointment = Node(ConditionalProbabilityTable(\[\["on time", "attend", 0.9\],\["on time", "miss", 0.1\],\["delayed", "attend", 0.6\],\["delayed", "miss", 0.4\]\], \[train.distribution\]), name="appointment")

    # Create a Bayesian Network and add states

    model = BayesianNetwork()
    model.add_states(rain, maintenance, train, appointment)

    # Add edges connecting nodes

    model.add_edge(rain, maintenance)
    model.add_edge(rain, train)
    model.add_edge(maintenance, train)
    model.add_edge(train, appointment)

    # Finalize model

    model.bake()


    [​IMG]

    This is a program from CS50 course. Please someone explain why it isn't running on my system.

    https://learning.edx.org/course/cou...*MTY4Nzg4Njc2Ny4xMC4wLjE2ODc4ODY3NjcuNjAuMC4w

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