seldonian.spec

Module for building the specification object needed to run Seldonian algorithms

Functions

createRLSpec(dataset, policy, ...[, ...])	Convenience function for creating RLSpec object.
createSimpleSupervisedSpec(dataset, ...[, ...])	Convenience function for creating SupervisedSpec object without a metadata file.
createSupervisedSpec(dataset, metadata_pth, ...)	Convenience function for creating SupervisedSpec object.

Classes

HyperparameterSelectionSpec(hyper_schema, ...)	Class for the specification object for selecting hyperparameters
RLSpec(dataset, model, parse_trees[, ...])	Specification object for running RL Seldonian algorithms
Spec(dataset, model, frac_data_in_safety, ...)	Base class for specification object required to run the Seldonian algorithm
SupervisedSpec(dataset, model, parse_trees, ...)	Specification object for running Supervised learning Seldonian algorithms