All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog and this project adheres to Semantic Versioning.
- Fix an out of bounds error when there are fewer trees than threads.
- Fix a bug in the get_tree function where the same tree was always returned.
- Add an experimental regularized version of the regression splitting rule.
- Several bugfixes for CRAN compatibility.
- Add a regression.splits option to quantile forests to allow emulating the approach in Meinhausen (2006).
First official (beta) release. The package currently supports
- standard regression forests
- causal, instrumental, and quantile forests
- confidence intervals for causal, instrumental, and regression forests
- training 'honest' versions of the above forests