Changelog

Release 0.13

New features:

  • Expanded model scalability
    Added support for FSDP2 to enable distributed training across multiple GPUs.
  • Flexible inference customization
    Introduced targets_to_include and targets_to_exclude parameters for more control over inference outputs.
  • Enhanced diagnostics and issue tracking
    Improved exception handling and logging during inference for better troubleshooting.
  • Advanced interpretability for time series
    Enabled support for interpreting time-series variables in model explanations, enhancing transparency.

Fixes:

  • Fixed an error that prevented models with time-series features from resuming properly.
  • Fixed an issue where the parameter controlling the use of the foundation model head was not properly passed.
  • Updated packages to improve performance, improve security and for compatibility with the latest features.