zoo.automl.pipeline package¶

Submodules¶

zoo.automl.pipeline.abstract module¶

class zoo.automl.pipeline.abstract.Pipeline[source]¶

Bases: abc.ABC

The pipeline object which is used to store the series of transformation of features and model

evaluate(input_df, metric=None)[source]¶: evaluate the pipeline :param input_df: input data frame :param metric: the evaluation metric :return:

predict(input_df)[source]¶: predict using the pipeline :param input_df: input data frame :return: the prediction result

save(file)[source]¶: save the pipeline to a file :param file: the pipeline file :return: a pipeline object

zoo.automl.pipeline.time_sequence module¶

Module contents¶