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WandB, Git, and run-table integration for ML++ / eliminating workflow unevenness - Now with Hydra support!

Project description

Changelog:

  • See next-to-top version for stable release (latest is always WIP/unstable)

0.3.0 (2026-02-16)

  • GPT-assisted rewrite with Hydra; to remove non-Hydra later.
  • Now primarily supports Slurm / standard clusters and ML training.

0.2.20 (2025-08-01)

  • Add copy function for models

0.2.17 (2025-07-17)

  • Add load from file for models

0.2.15 (2025-07-16)

  • Changed GPUs to only include "free" GPUs; temporarily available due to cluster.
  • Added missing pynvml dependency
  • Added memory limit for GPU selection

0.2.12 (2025-07-16)

  • Added full config info to model initialization (lightning run script)
  • Added model adjust option (lightning run script)

0.2.9 (2025-07-15)

  • Minor changes to lightning run script that matches the delay-neural-operator code

0.2.8 (2025-07-14)

  • Major (breaking) change: Removed OmegaConf dependency except for MISSING value
  • Added toml save support for configuration files
  • TODO: add toml load support

0.2.6 (2025-07-13)

  • Major (breaking) change: Refactor-in-progress to use dataclasses for better performance and readability
  • Major (breaking) change: Ignoring cluster-job-deployment; this will be reintroduced in a future release
  • TODO: add support for schema validation

0.1.0 (2025-01-01)

  • Initial release with slow, dictionary-to-class parsing
  • Note-to-self: older qg package releases need to be pinned to this version for compatibility

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