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CHANGELOG.rst

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Current (will become 2.0.0)

  • Merge Trial and TrialParameters.
  • Add TrialCollection.
  • Add Trial.flush().
  • Add reloading of experiment file after execution.
  • Add "volatile" Experiments.
  • Add Trial.log.
  • Fix endless recusion error in :py:func:`redirect_stdout`.
  • Add Trial.choice.
  • Add Trial.prefixed.
  • Change Trial.apply to Trial.call.
  • Remove Experiment.post_grid.
  • Make scikit-learn and pandas optional dependencies.
  • Change Experiment.__init__(parameter_grid) to more flexible Experiment.__init__(parameters).
  • Context: Remove experiment constructor. Remove push_context.
  • Remove Experiment.set_update. The more general Experiment.command should be used.
  • Move context, experiment, samplers, trial to core.
  • Add ParameterGenerator decorators: Grid, Random, SKOpt.
  • Change experiment decorator to Experiment.