imoscovitz / wittgenstein
Ruleset covering algorithms for transparent machine learning
☆105Updated 2 months ago
Alternatives and similar repositories for wittgenstein
Users that are interested in wittgenstein are comparing it to the libraries listed below
Sorting:
- Public home of pycorels, the python binding to CORELS☆80Updated 4 years ago
- Python Meta-Feature Extractor package.☆133Updated 10 months ago
- Python Interface of the Scalable Bayesian Rule Lists☆20Updated 5 years ago
- Python implementation of the rulefit algorithm☆419Updated last year
- machine learning with logical rules in Python☆636Updated last year
- scikit-mine : pattern mining in Python☆73Updated last year
- An automated machine learning tool aimed to facilitate AutoML research.☆99Updated 8 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- A toolbox for fair and explainable machine learning☆55Updated 11 months ago
- ☆63Updated 6 months ago
- Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification☆95Updated last year
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- Phi_K correlation analyzer library☆164Updated 3 months ago
- A Python library for dynamic classifier and ensemble selection☆488Updated last year
- Python package for Imputation Methods☆248Updated last year
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- scikit-learn compatible implementation of stability selection.☆212Updated last year
- Frouros: an open-source Python library for drift detection in machine learning systems.☆219Updated 3 months ago
- Born-Again Tree Ensembles: Transforms a random forest into a single, minimal-size, tree with exactly the same prediction function in the …☆65Updated last year
- A python library for hierarchical classification compatible with scikit-learn☆131Updated 2 months ago
- A simple, extensible library for developing AutoML systems☆175Updated last year
- ☆76Updated 7 months ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆288Updated last year
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆174Updated 2 years ago
- SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.☆139Updated 3 weeks ago
- Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.☆55Updated last year
- Data imputations library to preprocess datasets with missing data☆359Updated 3 years ago
- 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