pyribs 0.7.0

To learn about this release, see our page on What's New in v0.7.0:
https://docs.pyribs.org/en/stable/whats-new.html

Special thanks to our new contributors! @HenryChen4, @svott03, @yutaizhou, @vbhatt-cs

Changelog

API

• Support alternative centroid generation methods in CVTArchive (#417,
  #437)
• Add PyCMAEvolutionStrategy for using pycma in ES emitters (#434)
• Backwards-incompatible: Add ranking values to evolution strategy tell
  method (#438)
• Backwards-incompatible: Move evolution strategy bounds to init (#436)
• Backwards-incompatible: Use seed instead of rng in ranker (#432)
• Backwards-incompatible: Replace status and value with add_info (#430)
• Support custom data fields in archive, emitters, and scheduler (#421,
  #429)
• Backwards-incompatible: Remove _batch from parameter names (#422,
  #424, #425, #426, #428)
• Add Gaussian, IsoLine Operators and Refactor GaussianEmitter/IsoLineEmitter
  (#418)
• Backwards-incompatible: Remove metadata in favor of custom fields
  (#420)
• Add Base Operator Interface and Emitter Operator Retrieval (#416)
• Backwards-incompatible: Return occupied booleans in retrieve (#414)
• Backwards-incompatible: Deprecate as_pandas in favor of
  data(return_type="pandas") (#408)
• Backwards-incompatible: Replace ArchiveDataFrame batch methods with
  get_field (#413)
• Add field_list and data methods to archives (#412)
• Include threshold in archive.best_elite (#409)
• Backwards-incompatible: Replace Elite and EliteBatch with dicts
  (#397)
• Backwards-incompatible: Rename measure_* columns to measures_* in
  as_pandas (#396)
• Add ArrayStore data structure (#395, #398, #400, #402,
  #403, #404, #406, #407, #411)
• Add GradientOperatorEmitter to support OMG-MEGA and OG-MAP-Elites (#348)

Improvements

• Raise error when threshold_min is set but learning_rate is not (#453)
• Fix interval_size in CVTArchive and SlidingBoundariesArchive (#452)
• Allow overriding ES in sphere example (#439)
• Use NumPy SeedSequence in emitters (#431, #440)
• Use numbers types when checking arguments (#419)
• Reimplement ArchiveBase using ArrayStore (#399)
• Use chunk computation in CVT brute force calculation to reduce memory usage
  (#394)
• Test pyribs installation in tutorials (#384)
• Add cron job for testing installation (#389, #401)
• Fix broken cross-refs in docs (#393)

Documentation

• Tidy up LSI MNIST notebook (#444)