seldonian.dataset

Build and load datasets for running Seldonian algorithms

Functions

load_RL_metadata(metadata_filename, ...)	Load RL metadata from JSON file into a dictionary
load_custom_metadata(filename)	Load custom regime metadata from JSON file into a dictionary
load_supervised_metadata(filename)	Load metadata from JSON file into a dictionary

Classes

CustomDataSet(data, sensitive_attrs, ...)
CustomMetaData(all_col_names[, ...])
DataSet(num_datapoints, meta, regime, **kwargs)
DataSetLoader(regime, **kwargs)
Episode(observations, actions, rewards, ...)
MetaData(regime, sub_regime, all_col_names)
RLDataSet(episodes, meta[, sensitive_attrs])
RLMetaData(all_col_names[, sensitive_col_names])
SupervisedDataSet(features, labels, ...)
SupervisedMetaData(sub_regime, ...[, ...])