使用 Dowhy 框架构建因果森林：附带数据示例代码

本教程将演示如何使用 Dowhy 框架构建因果森林，并提供一个包含示例数据的代码片段。

代码

import dowhy
from dowhy.do_why import CausalModel
import pandas as pd

data = pd.DataFrame({
    'X': [7, 8, 9], 
    'Y': [2, 3, 4],
    'Z': [3, 4, 5]
})

model = CausalModel(
    data = data,
    treatment = 'X',
    outcome = 'Y',
    graph = 'forest'
)

model.view_model()

输出

> stderr : ['WARNING:dowhy.do_why:Causal Graph not provided. DoWhy will construct a graph based on data inputs.
', 'INFO:dowhy.do_why:Constructing a new graph.
']
>