Code and materials to reproduce manuscript "Adversarial Random Forests for Density Estimation and Generative Modelling"
Files and directories included:
- benchmark: Directory containing code to reproduce comparison with deep learning approaches (Sec. 5.2-5.3)
- experiments: Directory containing code to reproduce visual examples and comparison with other tree-based approahces (Sec. 5.1)
- genrf: R package implementing FORGE
- generative_ranger.R: Same as genrf but in a single R script
- genrf.py: Python implementation of FORGE
- test_genrf.R: Test/example script for R package (iris data)
- test_genrf.py: Test/example script for Python implementation (iris data)