ustunb / risk-slim
simple customizable risk scores in python
☆137Updated last year
Alternatives and similar repositories for risk-slim
Users that are interested in risk-slim are comparing it to the libraries listed below
Sorting:
- Learning Certifiably Optimal Rule Lists☆175Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 4 years ago
- Create sparse and accurate risk scoring systems!☆37Updated 9 months ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- 💊 Comparing causality methods in a fair and just way.☆138Updated 5 years ago
- Optimal Sparse Decision Trees☆104Updated 2 years ago
- python tools to check recourse in linear classification☆76Updated 4 years ago
- Generalized Optimal Sparse Decision Trees☆63Updated last year
- ☆9Updated 4 years ago
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- Python package for Imputation Methods☆248Updated last year
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆100Updated 2 years ago
- ☆74Updated last year
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- Python code for training fair logistic regression classifiers.☆189Updated 3 years ago
- Competing Risks and Survival Analysis☆97Updated 3 weeks ago
- An automated machine learning tool aimed to facilitate AutoML research.☆98Updated 8 months ago
- Multi-Objective Counterfactuals☆41Updated 2 years ago
- A Python package for unwrapping ReLU DNNs☆70Updated last year
- Software to create Precision-Recall-Gain curves and calculate area under the curve☆40Updated 2 years ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆56Updated 11 months ago
- A toolbox for fair and explainable machine learning☆55Updated 10 months ago
- Extended Complexity Library in R☆57Updated 4 years ago
- simple customizable scoring systems in python☆40Updated last year
- Surrogate Assisted Feature Extraction☆37Updated 3 years ago
- Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University☆45Updated 2 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆75Updated 4 years ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆288Updated last year