Since I haven't found any instructions in the documentation on how to use the causal structure mined from data by causal-learn in DoWhy, converting the returned results to a networkx Directed Acyclic Graph (DAG) type leads to unknown errors. I'm not sure if this is due to version issues or incompatibility, but I discovered that the returned results can be converted into an adjacency matrix to construct a networkx DAG, which can then be transformed into the GML format compatible with DoWhy.
I hope a similar interface can be developed, but my capabilities are limited. @amit-sharma
