guillermo-navas-palencia / optbinningLinks
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
☆494Updated last month
Alternatives and similar repositories for optbinning
Users that are interested in optbinning are comparing it to the libraries listed below
Sorting:
- machine learning with logical rules in Python☆647Updated last year
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆635Updated last year
- SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.☆153Updated 6 months ago
- A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.☆580Updated last year
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆671Updated 8 months ago
- An extension of XGBoost to probabilistic modelling☆657Updated 2 months ago
- An extension of LightGBM to probabilistic modelling☆339Updated 2 months ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆524Updated 7 months ago
- A python library to build Model Trees with Linear Models at the leaves.☆384Updated last year
- Python implementation of the rulefit algorithm☆426Updated 2 years ago
- Fast SHAP value computation for interpreting tree-based models☆544Updated 2 years ago
- scikit-learn compatible tools for building credit risk acceptance models☆104Updated 8 months ago
- UpliftML: A Python Package for Scalable Uplift Modeling☆329Updated 2 years ago
- Improving XGBoost survival analysis with embeddings and debiased estimators☆342Updated last year
- uplift modeling in scikit-learn style in python☆783Updated 2 years ago
- Hierarchical Time Series Forecasting with a familiar API☆225Updated 2 years ago
- EvalML is an AutoML library written in python.☆831Updated last week
- Python implementation of the population stability index (PSI)☆142Updated 2 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆349Updated 2 years ago
- python partial dependence plot toolbox☆861Updated last year
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆654Updated 9 months ago
- A power-full Shapley feature selection method.☆211Updated 2 weeks ago
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆469Updated last year
- A Python library for dynamic classifier and ensemble selection☆492Updated last year
- Phi_K correlation analyzer library☆167Updated last week
- A Python package for variable clustering☆51Updated 4 years ago
- A set of data tools in Python☆506Updated last week
- Feature engineering package with sklearn like functionality☆2,143Updated last month
- Python package for Imputation Methods☆251Updated last year
- All Relevant Feature Selection☆141Updated 6 months ago