Generalized Random Forests (Beta)

Global functions | |
---|---|

average_partial_effect | Man page Source code |

average_treatment_effect | Man page Source code |

causal_forest | Man page Source code |

compute_split_frequencies | Source code |

compute_weights | Source code |

compute_weights_oob | Source code |

create_data_matrices | Source code |

custom_forest | Man page Source code |

custom_predict | Source code |

custom_predict_oob | Source code |

custom_train | Source code |

deserialize_tree | Source code |

get_initial_params | Source code |

get_params_from_draw | Source code |

get_sample_weights | Man page Source code |

get_tree | Man page Source code |

grf | Man page |

instrumental_forest | Man page Source code |

instrumental_predict | Source code |

instrumental_predict_oob | Source code |

instrumental_train | Source code |

local_linear_predict | Source code |

local_linear_predict_oob | Source code |

predict.causal_forest | Man page Source code |

predict.custom_forest | Man page Source code |

predict.instrumental_forest | Man page Source code |

predict.quantile_forest | Man page Source code |

predict.regression_forest | Man page Source code |

print.grf | Man page Source code |

print.grf_tree | Man page Source code |

quantile_forest | Man page Source code |

quantile_predict | Source code |

quantile_predict_oob | Source code |

quantile_train | Source code |

regression_forest | Man page Source code |

regression_predict | Source code |

regression_predict_oob | Source code |

regression_train | Source code |

split_frequencies | Man page Source code |

tune_causal_forest | Man page Source code |

tune_regression_forest | Man page Source code |

validate_X | Source code |

validate_alpha | Source code |

validate_clusters | Source code |

validate_imbalance_penalty | Source code |

validate_min_node_size | Source code |

validate_mtry | Source code |

validate_num_threads | Source code |

validate_sample_fraction | Source code |

validate_samples_per_cluster | Source code |

validate_seed | Source code |

variable_importance | Man page Source code |

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