filter_duplicate_nodes

For each pair of nodes connected by a link that indicates a similarity greater than a specified threshold, keeps only one of the two nodes and rewires the deleted node’s incoming and outgoing links to point to the “surviving” node.

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Usage

The following example shows how the step can be used in a recipe.

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Inputs & Outputs

The following are the inputs expected by the step and the outputs it produces. These are generally columns (ds.first_name), datasets (ds or ds[["first_name", "last_name"]]) or models (referenced by name e.g. "churn-clf").

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Configuration

The following parameters can be used to configure the behaviour of the step by including them in a json object as the last “input” to the step, i.e. step(..., {"param": "value", ...}) -> (output).