V0.0.23 Changelog

Changes

Features

• sktime support: Added support for sktime models, enabling integration with the sktime forecasting ecosystem. See #278 and #291.

• Blog section: Added a new blog section to the documentation site. See #272.

• GIFT-Eval experiment updates: Updated the GIFT-Eval experiment with improvements and enhancements. See #259.

• Organization links: Updated links throughout the project to point to the timecopilot organization. See #271.

Fixes

• FlowState single ID and h=1 error: Fixed an error in FlowState that occurred when using a single ID and horizon of 1. See #284.

• Fix utilsforecast evaluation compatibility: Fixed an issue caused by missing columns. See #282

• Prophet insufficient data error in detect_anomalies: Fixed an issue where Prophet would throw an insufficient data error when used in anomaly detection. See #269.

• timecopilot-toto version bump: Updated the timecopilot-toto dependency version. See #295.

Documentation

• LLM providers documentation: Added comprehensive documentation for using timecopilot with other LLMs, including examples and explanations. See #256, #263, and #267.

• LLM provider examples: Added example notebooks for different LLM providers:

  • LLM providers example notebook. See #263.
  • AWS Bedrock example with updated query call. See #274 and #276.
  • Google LLM endpoint example. See #287.

• Documentation link corrections: Fixed and updated links throughout the documentation. See #261.

Continuous Integration

• CI documentation tests: Fixed CI tests for documentation to ensure proper validation. See #266.

• MkDocs spelling fix: Fixed a misspelling in the MkDocs configuration that caused CI to fail. See #280.

• CI runner optimization: Improved CI runner efficiency by clearing space and caching Hugging Face models. See #285.

Other

• Miscellaneous additions: Various improvements and additions. See #273.

• Gitignore updates: Added lightning_logs to gitignore to prevent accidental commits. See #275.

New Contributors

• @spolisar made their first contribution in #256
• @Kushagra7777 made their first contribution in #282

Full Changelog: v0.0.22...v0.0.23