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Changelog

[0.1.0-alpha] - 2025.10.01 Initial release

[0.1.1-alpha] - 2025.10.01 Circular import bug fix

[0.2.0] - 2025.11.02

Added

  • Dynamic adjustment of batch size and learning rate based on resource usage.
  • Priority-based parameter tuning to balance memory constraints and accuracy.
  • Logging and visualization of training adjustments and system resource usage.

Changed

  • Pruning strategy now maintains a constant ratio while adjusting batch size and learning rate dynamically.
  • Improved accuracy and memory scoring to better balance learning rate and batch sizeadjustments.

Fixed

  • Pre-commit hooks now properly enforce Black, isort, and Flake8 styling.
  • Addressed circular imports affecting test execution.

Removed

  • Old manual tuning logic replaced with automated adaptive training strategies.