API Reference
DataPipeline
DataPipeline.loader
DataPipeline.processors
DataPipeline.run()
ProcessedData
ProcessedData.data
ProcessedData.metadata
ProcessedData.Config
ProcessedData.dump_parquet()
ProcessedData.model_config
RawData
RawData.source
RawData.format
RawData.data
RawData.Config
RawData.model_config
convert_to_processed_data()
extract_format()
PremlPipeline
PremlPipeline.run()
Premldata
Premldata.data
Premldata.metadata
Premldata.Config
Premldata.dump_parquet()
Premldata.dump_supervised_ML_format()
Premldata.model_config
Premldata.test_features
Premldata.test_targets
Premldata.train_features
Premldata.train_targets
Premldata.val_features
Premldata.val_targets
instantiate_processors()
MlflowBaseTracker
MlflowBaseTracker.register_best_model()
MlflowBaseTracker.wrap_fit()
SklearnMLflowTracker
SklearnMLflowTracker.wrap_fit()
log_metrics_and_loss()
log_metrics_manual()
ModelTracker
ModelTracker.wrap_fit()
Tracker
Tracker.track()
setup_logger()
read_config()