.categorical_only_algorithms
                        Categorical-Only Algorithms
.numerical_only_algorithms
                        Numerical-Only Algorithms
.universal_algorithms   Universal Algorithms
.valid_algorithms       Valid Binning Algorithms
bake.step_obwoe         Apply the Optimal Binning Transformation
control.obwoe           Control Parameters for Optimal Binning
                        Algorithms
fit_logistic_regression
                        Fit Logistic Regression Model
ob_apply_woe_cat        Apply Optimal Weight of Evidence (WoE) to a
                        Categorical Feature
ob_apply_woe_num        Apply Optimal Weight of Evidence (WoE) to a
                        Numerical Feature
ob_categorical_cm       Optimal Binning for Categorical Variables using
                        Enhanced ChiMerge Algorithm
ob_categorical_dmiv     Optimal Binning for Categorical Variables using
                        Divergence Measures
ob_categorical_dp       Optimal Binning for Categorical Variables using
                        Dynamic Programming
ob_categorical_fetb     Optimal Binning for Categorical Variables using
                        Fisher's Exact Test
ob_categorical_gmb      Optimal Binning for Categorical Variables using
                        Greedy Merge Algorithm
ob_categorical_ivb      Optimal Binning for Categorical Variables using
                        Information Value Dynamic Programming
ob_categorical_jedi     Optimal Binning for Categorical Variables using
                        JEDI Algorithm
ob_categorical_jedi_mwoe
                        Optimal Binning for Categorical Variables with
                        Multinomial Target using JEDI-MWoE
ob_categorical_mba      Optimal Binning for Categorical Variables using
                        Monotonic Binning Algorithm
ob_categorical_milp     Optimal Binning for Categorical Variables using
                        Heuristic Algorithm
ob_categorical_mob      Optimal Binning for Categorical Variables using
                        Monotonic Optimal Binning (MOB)
ob_categorical_sab      Optimal Binning for Categorical Variables using
                        Simulated Annealing
ob_categorical_sblp     Optimal Binning for Categorical Variables using
                        SBLP
ob_categorical_sketch   Optimal Binning for Categorical Variables using
                        Sketch-based Algorithm
ob_categorical_swb      Optimal Binning for Categorical Variables using
                        Sliding Window Binning (SWB)
ob_categorical_udt      Optimal Binning for Categorical Variables using
                        a User-Defined Technique (UDT)
ob_cutpoints_cat        Binning Categorical Variables using Custom
                        Cutpoints
ob_cutpoints_num        Binning Numerical Variables using Custom
                        Cutpoints
ob_gains_table          Compute Comprehensive Gains Table from Binning
                        Results
ob_gains_table_feature
                        Compute Gains Table for a Binned Feature Vector
ob_numerical_bb         Optimal Binning for Numerical Variables using
                        Branch and Bound Algorithm
ob_numerical_cm         Optimal Binning for Numerical Variables using
                        Enhanced ChiMerge Algorithm
ob_numerical_dmiv       Optimal Binning using Metric Divergence
                        Measures (Zeng, 2013)
ob_numerical_dp         Optimal Binning for Numerical Variables using
                        Dynamic Programming
ob_numerical_ewb        Hybrid Optimal Binning using Equal-Width
                        Initialization and IV Optimization
ob_numerical_fast_mdlp
                        Optimal Binning using MDLP with Monotonicity
                        Constraints
ob_numerical_fetb       Optimal Binning using Fisher's Exact Test
ob_numerical_ir         Optimal Binning using Isotonic Regression
                        (PAVA)
ob_numerical_jedi       Optimal Binning using Joint Entropy-Driven
                        Interval Discretization (JEDI)
ob_numerical_jedi_mwoe
                        Optimal Binning for Multiclass Targets using
                        JEDI M-WOE
ob_numerical_kmb        Optimal Binning using K-means Inspired
                        Initialization (KMB)
ob_numerical_ldb        Optimal Binning for Numerical Variables using
                        Local Density Binning
ob_numerical_lpdb       Optimal Binning using Local Polynomial Density
                        Binning (LPDB)
ob_numerical_mblp       Optimal Binning for Numerical Features Using
                        Monotonic Binning via Linear Programming
ob_numerical_mdlp       Optimal Binning for Numerical Features using
                        Minimum Description Length Principle
ob_numerical_mob        Optimal Binning for Numerical Features using
                        Monotonic Optimal Binning
ob_numerical_mrblp      Optimal Binning for Numerical Features using
                        Monotonic Risk Binning with Likelihood Ratio
                        Pre-binning
ob_numerical_oslp       Optimal Binning for Numerical Variables using
                        Optimal Supervised Learning Partitioning
ob_numerical_sketch     Optimal Binning for Numerical Variables using
                        Sketch-based Algorithm
ob_numerical_ubsd       Optimal Binning for Numerical Variables using
                        Unsupervised Binning with Standard Deviation
ob_numerical_udt        Optimal Binning for Numerical Variables using
                        Entropy-Based Partitioning
ob_preprocess           Data Preprocessor for Optimal Binning
obcorr                  Compute Multiple Robust Correlations Between
                        Numeric Variables
obwoe                   Unified Optimal Binning and Weight of Evidence
                        Transformation
obwoe_algorithm         Binning Algorithm Parameter
obwoe_algorithms        List Available Algorithms
obwoe_apply             Apply Weight of Evidence Transformations to New
                        Data
obwoe_bin_cutoff        Bin Cutoff Parameter
obwoe_gains             Gains Table Statistics for Credit Risk
                        Scorecard Evaluation
obwoe_max_bins          Maximum Bins Parameter
obwoe_min_bins          Minimum Bins Parameter
plot.obwoe              Plot Method for obwoe Objects
plot.obwoe_gains        Plot Gains Table
prep.step_obwoe         Prepare the Optimal Binning Step
print.obwoe             Print Method for obwoe Objects
print.step_obwoe        Print Method for step_obwoe
required_pkgs.step_obwoe
                        Required Packages for step_obwoe
step_obwoe              Optimal Binning and WoE Transformation Step
summary.obwoe           Summary Method for obwoe Objects
tidy.step_obwoe         Tidy Method for step_obwoe
tunable.step_obwoe      Tunable Parameters for step_obwoe
