Python API

Sections

Logger

LoggerProducer(objects, oid[, path_id])

Factory to produce logger.

Pipeline

Pipeline([pipeline, oid, dataset_id])	Unified pipeline interface.
PipelineProducer(objects, oid[, path_id, …])	Factory to produce pipeline.

Dataset

Dataset(*args, **kwargs)	Unified data interface.
DatasetProducer(objects, oid[, path_id, …])	Factory to produce dataset.

Metric

Metric([scorer, oid, score_func, …])	Unified pipeline interface.
MetricProducer(objects, oid[, path_id, …])	Factory to produce metric.

Workflow

Workflow(objects, oid[, path_id, logger_id])

Interface to ML task.

Utils

Model selection

Classes

model_selection

The mlshell.model_selection contains hyper-parameters tuning utils.

Pipeline

pipeline

The mlshell.pipeline contains pipeline related utils.

Plot

plot	The mlshell.plot includes utils to visualize results.