Alternatives and similar repositories for pysubgroup

Users that are interested in pysubgroup are comparing it to the libraries listed below

• corels / pycorels
  Public home of pycorels, the python binding to CORELS
  ☆80Updated 5 years ago
• salimamoukou / acv00
  ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…
  ☆102Updated 2 years ago
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆272Updated this week
• blent-ai / ALEPython
  Python Accumulated Local Effects package
  ☆168Updated 2 years ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆127Updated last year
• ealcobaca / pymfe
  Python Meta-Feature Extractor package.
  ☆133Updated last year
• christophM / rulefit
  Python implementation of the rulefit algorithm
  ☆424Updated last year
• kearnz / autoimpute
  Python package for Imputation Methods
  ☆248Updated last year
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆160Updated 2 years ago
• imoscovitz / wittgenstein
  Ruleset covering algorithms for transparent machine learning
  ☆108Updated 2 months ago
• sherbold / autorank
  ☆81Updated last month
• scikit-mine / scikit-mine
  scikit-mine : pattern mining in Python
  ☆73Updated 2 years ago
• christopherjenness / DBCV
  Python implementation of Density-Based Clustering Validation
  ☆173Updated last year
• suinleelab / treeexplainer-study
  Code and documentation for experiments in the TreeExplainer paper
  ☆185Updated 5 years ago
• ustunb / risk-slim
  simple customizable risk scores in python
  ☆141Updated 2 years ago
• vanderschaarlab / hyperimpute
  A framework for prototyping and benchmarking imputation methods
  ☆190Updated 2 years ago
• lpfgarcia / ECoL
  Extended Complexity Library in R
  ☆57Updated 4 years ago
• MIDASverse / MIDASpy
  Python package for missing-data imputation with deep learning
  ☆155Updated 11 months ago
• scikit-learn-contrib / hiclass
  A python library for hierarchical classification compatible with scikit-learn
  ☆134Updated 5 months ago
• scikit-learn-contrib / skope-rules
  machine learning with logical rules in Python
  ☆644Updated last year
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆127Updated this week
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆73Updated last year
• AnotherSamWilson / miceforest
  Multiple Imputation with LightGBM in Python
  ☆384Updated last year
• feedzai / timeshap
  TimeSHAP explains Recurrent Neural Network predictions.
  ☆180Updated last year
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆243Updated last week
• AidanCooper / shap-clustering
  How to use SHAP values for better cluster analysis
  ☆59Updated 3 years ago
• scikit-learn-contrib / stability-selection
  scikit-learn compatible implementation of stability selection.
  ☆213Updated 2 years ago
• epsilon-machine / missingpy
  Missing Data Imputation for Python
  ☆244Updated last year
• corels / corels
  Learning Certifiably Optimal Rule Lists
  ☆175Updated 3 years ago
• interpretml / FasterRisk
  Create sparse and accurate risk scoring systems!
  ☆40Updated last year