We begin by introducing structure discovery via hill climbing using the Python library pgmpy. With the Alarm dataset as a running example, we visualize how graphs are constructed based on scores (such as BIC).

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Score-Based Structure Learning

  • Joe Suzuki

摘要

We begin by introducing structure discovery via hill climbing using the Python library pgmpy. With the Alarm dataset as a running example, we visualize how graphs are constructed based on scores (such as BIC).