Version 3.1.1

• Added direct wrappers around the SciPy optimizers, however, for full GloMPO functionality, it is best to use them through the Nevergrad wrapper.
• Added the Lennard-Jones potential function as a new benchmark function.
• Added some more advanced generators based on the step-taking strategies of dual-annealing and basin-hopping.
• Introduce an aggressive kill option to the manager to force terminate children even if they cannot accept commands from the manager. This allows easier wrapping around a wider array of existing optimizer implementations.
• Added several improvements to the ParAMS interface, including wrappers to properly toggle parameters, and converters for index addresses. Updated to be compatible with ParAMS v0.5.0 and v0.5.1
• Bugfix: FileLogger could sometimes crash when appending large items to the file attributes.
• General documentation improvements.

Version 3.1.0

• Documentation rewrite, docs can now be found on readthedocs
  and are much more detailed
• Small API changes to make setup of components easier for the user.
• Minor bugfixes

Version 3.0.2

• GloMPO version now in manager log.
• Uniformly apply versioning across all versions.
• Fixed several bugs related to not having optional packages installed.
• Minor bugfixes and changes.

v3.0.1

• Catch invalid CMA settings for clearer reporting of crashes
• Match GlompoParamsWrapper and GloMPOManager API for easier setup

Version 3

• Significant performance improvements in the manager
• Switch logging infrastructure from YAML to HDF5

Version 2.1

• Added infrastructure to share function evaluations between optimizers.
• Adapted CMA to inject incoming function evaluations into subsequent iterations (N-CMA).

Version 2

• Added new checkpointing infrastructure so optimizations can be restarted.
• Better code parallelization.
• Allow real-time user interventions.
• Faster YAML log generation.
• Added status messaging and system load monitoring.
• Significant API and performance improvements.
• Many many bugfixes.