mlforecast Files

Features

• [FEAT] Data Validation for MLForecast @nasaul (#560)
• [FEAT] Automatic Thread Count @nasaul (#559)
• [FEAT] Implements sample_weight usage in distributed learning API @simonez-tuidi (#558)
• [FEAT] Implements direct forecasting with specific individual horizons @nasaul (#556)
• [FEAT] Use window functions on higher aggregation levels @janrth (#551)
• [FEAT] Enhancement/validations on update @janrth (#541)
• [FEAT] Safeguard for AutoSeasonalityAndDifferences @nasaul (#547)
• [FEAT] Option to re-use cv splits during tuning @janrth (#545)
• [FEAT] Feature/weight col in light gbmcv @janrth (#532)
• [FEAT] Add weight_col for fit in automl @janrth (#531)
• [FEAT] Add the possibility to pass additional arguments in the fit function @PierD86 (#506)

Fixes

• [FIX] Prevent state corruption after transfer-learning predictions @W057 (#569)
• [FIX] AutoDifferences fitted inverse transform @janrth (#564)
• [FIX] Use sample weights in cross validation @nasaul (#555)
• [FIX] Implements solution for direct forecast @nasaul (#550)
• [FIX] Fixes issues with Ray and updates test suite @nasaul (#544)

Docs/Chores

• [CHORE] Release preparation @nasaul (#575)
• [CHORE] Add support for Python 3.14 @nasaul (#572)
• [seo] update titles @deven367 (#567)
• [CHORE] Updates wheel in uv.lock @nasaul (#553)
• [CHORE] Updates Dask version to remove vulnerability @nasaul (#552)
• [CHORE] CI Updates @nasaul (#549)
• CHORE] Updates CONTRIBUITING.md @nasaul (#546)
• [DOCS] Fixes issues with rendering the new incremental forecasting example @nasaul (#543)
• [DOCS] Incremental fcst nb @Satyajit-Chaudhuri (#526)
• [CHORE] Fix for Windows testing suite @nasaul (#542)
• [CHORE] Fix bug in the release logic @deven367 (#540)
• [CHORE] Enable workflow dispatch @deven367 (#539)
• [DOCS] Grammar and typos @deven367 (#537)
• [DOCS] Migrate docs json @deven367 (#536)
• [CHORE] Removes Deployment from build-docs for Community based PR @nasaul (#535)
• [DOCS] lazydocs to mkdocstrings @deven367 (#519)
• [CHORE] Update version of lightgbm @nasaul (#534)
• [DOCS] Fix table rendering @deven367 (#525)
• [CHORE] Third party licenses @deven367 (#523)
• [DOCS] More enhancements @deven367 (#513)
• [DOCS] Fix broken links @deven367 (#512)
• [CHORE] Set env var for "distributed.spark.lgb" @deven367 (#510)
• [DOCS] More doc fixes @deven367 (#509)
• [DOCS] Install dev dependencies for build-docs @deven367 (#508)
• [DOCS]migrate tests from nbs to pytest @deven367 (#502)