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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: https://github.com/TimeCopilot/timecopilot/compare/v0.0.22...v0.0.23