Alternatives and similar repositories for gam-changer

Users that are interested in gam-changer are comparing it to the libraries listed below

• 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 3 years ago
• corels / pycorels
  Public home of pycorels, the python binding to CORELS
  ☆80Updated 5 years ago
• py-why / causaltune
  AutoML for causal inference.
  ☆233Updated last year
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆159Updated 3 years ago
• soda-inria / hazardous
  Competing Risks and Survival Analysis
  ☆112Updated 3 months ago
• RianneSchouten / pyampute
  Missing data amputation and exploration functions for Python
  ☆72Updated 3 years ago
• feedzai / fairgbm
  Train Gradient Boosting models that are both high-performance *and* Fair!
  ☆106Updated this week
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆243Updated last month
• carla-recourse / CARLA
  CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
  ☆298Updated 2 years ago
• KaveIO / PhiK
  Phi_K correlation analyzer library
  ☆169Updated last week
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆282Updated last week
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆131Updated this week
• inovex / justcause
  💊 Comparing causality methods in a fair and just way.
  ☆141Updated 5 years ago
• kearnz / autoimpute
  Python package for Imputation Methods
  ☆251Updated last year
• eli5-org / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆320Updated 8 months ago
• amore-labs / gama
  An automated machine learning tool aimed to facilitate AutoML research.
  ☆102Updated last year
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆254Updated this week
• ubc-systopia / gosdt-guesses
  Generalized Optimal Sparse Decision Trees
  ☆59Updated 7 months ago
• interpretml / TalkToEBM
  A Natural Language Interface to Explainable Boosting Machines
  ☆68Updated last year
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆215Updated last month
• givasile / effector
  Effector - a Python package for global and regional effect methods
  ☆117Updated 2 weeks ago
• zelros / cinnamon
  CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
  ☆77Updated 3 years ago
• microsoft / project-azua
  Data Efficient Decision Making
  ☆249Updated 3 years ago
• wwwjk366 / gower
  Python package for Gower distance
  ☆81Updated last year
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆549Updated 2 years ago
• poloclub / timbertrek
  Explore and compare 1K+ accurate decision trees in your browser!
  ☆169Updated last year
• scikit-learn-contrib / hiclass
  A python library for hierarchical classification compatible with scikit-learn
  ☆136Updated 9 months ago
• ealcobaca / pymfe
  Python Meta-Feature Extractor package.
  ☆138Updated 4 months ago
• predict-idlab / powershap
  A power-full Shapley feature selection method.
  ☆211Updated 2 months ago
• feedzai / timeshap
  TimeSHAP explains Recurrent Neural Network predictions.
  ☆193Updated 2 years ago