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.