Enhancements
- #81 add scatter plot predicted vs target in regression
- #158 add ROC curve for binary classification
- #336 add visualization for Optuna results
- #352 add support for Colab
- #374 update seaborn
- #378 set golden features number
- #379 switch off boost_on_errors step in Optuna mode
- #380 add custom cross validation strategy
- #386 add correlation heatmap
- #387 add residual plot
- #389 add feature importance heatmap
- #390 add custom eval metric
- #393 update sklearn
Bug fixes
Docs
- #391 add info about hyperparameters optimization methods
Big thank you for help for: @ecoskian, @xuzhang5788, @xiaobo, @RafaD5, @drorhilman, @strelzoff-erdc, @muxuezi, @tresoldi THANK YOU !!!