Allow lb and ub to be passed as lists in RiskScoreOptimizer and starRaySearchModel. This enables user to define their own constraints and use monotonicity constraints.
New Updates
score_visuals.py supports visualization of score card, and FasterRisk class in wrapper.py puts all those things together for FasterRisk (training, printing score, visualizing, getting models...etc) . See more detail in added_functionalities_example.ipynb
Requirements
for visualization, need those packages for support:
Changes
Allow
lbandubto be passed as lists inRiskScoreOptimizerandstarRaySearchModel. This enables user to define their own constraints and use monotonicity constraints.New Updates
score_visuals.pysupports visualization of score card, andFasterRiskclass inwrapper.pyputs all those things together for FasterRisk (training, printing score, visualizing, getting models...etc) . See more detail inadded_functionalities_example.ipynbRequirements
for visualization, need those packages for support:
Pillow==9.4.0matplotlib==3.7.0More detail is in
requirements.txtfor reference.