v0.5.3

What's New

Fixed

• Fix reduced regression forecaster reference (#658) @mloning
• Address Bug #640 (#642) @patrickzib
• Ed knn (#638) @TonyBagnall
• Euclidean distance for KNNs (#636) @goastler

Changed

• Pin NumPy 1.19 (#643) @mloning
• Update CoC committee (#614) @mloning
• Benchmarking issue141 (#492) @ViktorKaz
• Catch22 Refactor & Multithreading (#615) @MatthewMiddlehurst

Added

• Create new factory method for forecasting via reduction (#635) @Lovkush-A
• Feature ForecastingRandomizedSearchCV (#634) @pabworks
• Added Imputer for missing values (#637) @aiwalter
• Add expanding window splitter (#627) @koralturkk
• Forecasting User Guide (#595) @Lovkush-A
• Add data processing functionality to convert between data formats (#553) @RNKuhns
• Add basic parallel support for ElasticEnsemble (#546) @xuyxu

All contributors: @Lovkush-A, @MatthewMiddlehurst, @RNKuhns, @TonyBagnall, @ViktorKaz, @aiwalter, @goastler, @koralturkk, @mloning, @pabworks, @patrickzib and @xuyxu