Unreleased
iai 1.5.0
- Add
install_julia
and install_system_image
for automatic installation
- Add
get_grid_result_details
- Rename
get_grid_results
to get_grid_result_summary
iai 1.4.0
- Add support for new 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
iai 1.3.0
- 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.
iai 1.2.0
- 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
iai 1.1.0
- 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
iai 1.0.0