Changes in version 1.10.2 (2024-10-18) - Add support for Julia 1.11+ Changes in version 1.10.1 (2024-06-18) - Add support for Julia 1.10+ - Miscellaneous fixes for automatic installation Changes in version 1.10.0 (2023-06-13) - Add support for multi-task learners Changes in version 1.9.0 (2023-04-04) - Add standard_error functions for Policy Learners Changes in version 1.8.0 (2022-08-29) - Introduce more generic functions to better cover and match Julia functionality - Add resume_from_checkpoint - Add acquire_license/release_license Changes in version 1.7.0 (2021-12-06) - Add cleanup_installation - Deprecate impute and impute_cv - Add predict_reward - Use official julialang.org binaries in install_julia - Support additional args in variable_importance - Add get_machine_id - Add glmnetcv_classifier - Add direct score calculation - Add tree refitting functions Changes in version 1.6.0 (2021-06-09) - Add add_julia_processes - Add tree stability analysis functions - Add get_features_used - Add support for IAI v2.2 RewardEstimation interface - Add predict_shap - Add plot/autoplot functions for roc_curve and grid_search Changes in version 1.5.0 (2021-02-03) - Add install_julia and install_system_image for automatic installation - Add get_grid_result_details - Rename get_grid_results to get_grid_result_summary Changes in version 1.4.0 (2020-12-09) - Add support for IAI v2.1 RewardEstimation interface - Add support for Heuristics - Add get_roc_curve_data - Add predict_treatment_rank and predict_treatment_outcome - Add get_policy_treatment_outcome, get_survival_expected_time, and get_survival_hazard - Add write_pdf and write_svg to output trees as static images Changes in version 1.3.0 (2020-08-05) - Add support for Optimal Policy Trees - Add support for reward_estimator for prescription problems - Add predict_expected_survival_time for survival learners - Add direct roc_curve calculation from probabilities and labels - optimal_tree_survivor has been deprecated and renamed to optimal_tree_survival_learner to match the IAI Julia interface. Changes in version 1.2.0 (2020-01-29) - Allow specifying Julia location with IAI_JULIA environment variable - Fixes to ensure iai_setup is run before any Julia functions are called - Support for CategoricalArrays.jl v0.7.7 - Add predict_hazard for survival learners Changes in version 1.1.0 (2019-09-13) - Add API for Optimal Feature Selection and advanced tree visualization - Display visualizations in the viewer if available - Update titles of documentation pages - No longer need to run iai_setup() before using iai functions Changes in version 1.0.0 (2019-07-18) - Initial release