Release 1.0.0

Added

• Reporter instance can be loaded with data from the database of another reporter using a from_database() method.
• data from a Reporter instance can be exported into a HistoryPoint list to load into an optimiser.
• compiled documentation and logo.
• BayesianOptimisation raises ExhaustedSearchSpaceError if a discrete domain is exhausted.

Changed

• minor fixes in documentation typos, argument names and tests.
• Domain is moved from hypertunity.optimisation to the hypertunity package.
• rename TableReporter to Table and TensorboardReporter to Tensorboard.
• ExhaustedSearchSpaceError is moved from optimisation.exhastive to optimisation.base module.
• Trial running a task from a job is now done with dict as input keyword arguments or named command line arguments.

Fixed

• bug in BayesianOptimisation sample conversion for nested dictionaries.
• bug in BayesianOptimisation type preserving between the domain and the sample value.
• bug in Tensorboard reporter for real intervals with integer boundaries.
• bug in Reporter for not using the default metric name during logging.