1.0.0

What's Changed

• Moved Batch Size Managers into a separate file in #17
• Breaking change for IncreaseBSOnPlateau in #19
  • Changed IncreaseBSOnPlateau to receive 'metrics' kwargs instead of 'metric', to be identical to ReduceLROnPlateau.
• Changing initialization of max_batch_size in #20
  • Previous behavior: If max_batch_size is None or greater than the dataset length, it is set to the dataset length.
  • Current behavior: If max_batch_size is None, it is set to the dataset length + 1, if the dataset has a length. Otherwise, it is set to 1.
• Updated BSScheduler base class to accept schedulers not depending on DataLoader in #21
• Updated documentation, tutorials and tests.

Full Changelog: 0.5.1...1.0.0