Release 1.0.5

New features

• Support Apple Darwin arm64 architecture. #1526.
• Support feature tags in feature selection.
• Support for Apache Spark 3.2.
• Model sum in Apache Spark.

Python package

• Accommodate multiple target-platform arguments used to build universal binaries.
• Add grid creation function to utils.py
• Custom multilabel eval metrics by @ELitvinova
• Metrics plotter by @evgenabramov
• Fbeta score by @ELitvinova

Bugfixes

• Fix group weights in metrics calculation.
• Fix fit for PySpark estimators. #1976.
• Fix predict on GPU. #1901, #1923.
• Disable exact leafs calculation for MAE, MAPE, Quantile on GPU.
• Fix counter description for plotting. #1973.
• Allow weights in BrierScore. #1967.
• Disable AUC calculation for learn by default on GPU as well.
• Fix plot_tree example in documentation.
• Fix plots in cv.
• Fix ui32 overflows in pairwise losses on GPU.
• Fix for multiclass in nodejs evaluator. #1903.
• Fix CatBoost R package installation on Monterey. #1912.
• Fix CUDA error 700 caused by data race in mimalloc and CUDA driver.
• Fix slow compilation with CUDA 11.2+.
• Fix 2nd derivative in RMSEWithUncertainty.