Alternatives and similar repositories for MAIR

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

• ModelOriented / fairmodels
  Flexible tool for bias detection, visualization, and mitigation
  ☆86Updated last month
• pbiecek / xai_stories
  XAI Stories. Case studies for eXplainable Artificial Intelligence
  ☆31Updated 5 years ago
• ModelOriented / DALEX-docs
  Documentation for the DALEX project
  ☆36Updated last year
• MI2DataLab / MI2DataLab_Seminarium
  Materiały z seminariów prowadzonych w MI^2 DataLabie.
  ☆33Updated last month
• ModelOriented / iBreakDown
  Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
  ☆84Updated 2 years ago
• ModelOriented / auditor
  Model verification, validation, and error analysis
  ☆59Updated last year
• mlr-org / mcboost
  Multi-Calibration & Multi-Accuracy Boosting for R
  ☆33Updated 4 months ago
• interpretml / slicer
  Unified slicing for all Python data structures.
  ☆36Updated 4 months ago
• nredell / shapFlex
  An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
  ☆74Updated 5 years ago
• MI2DataLab / XAI-tools
  ☆29Updated 4 years ago
• MI2DataLab / WildNLP
  ☆76Updated 2 years ago
• pzivich / zEpid
  Epidemiology analysis package
  ☆150Updated 2 years ago
• pyartemis / artemis
  A Python package with explanation methods for extraction of feature interactions from predictive models
  ☆32Updated 2 years ago
• pbiecek / InterpretableMachineLearning2020
  Lecture notes for 'Interpretable Machine Learning' at WUT and UoW. Summer semester 2019/2020
  ☆29Updated 5 years ago
• ModelOriented / pyCeterisParibus
  Python library for Ceteris Paribus Plots (What-if plots)
  ☆27Updated 4 years ago
• ModelOriented / modelDown
  modelDown generates a website with HTML summaries for predictive models
  ☆120Updated 3 years ago
• stephenbates19 / nestedcv
  Nested cross-validation for accurate confidence intervals for prediction error.
  ☆43Updated 3 years ago
• stephenbates19 / nestedcv_experiments
  Numerical experiments for nested cross-validation paper
  ☆13Updated 3 years ago
• ModelOriented / ingredients
  Effects and Importances of Model Ingredients
  ☆38Updated 2 years ago
• ModelOriented / treeshap
  Compute SHAP values for your tree-based models using the TreeSHAP algorithm
  ☆90Updated last year
• ModelOriented / DALEXtra
  Extensions for the DALEX package
  ☆68Updated last year
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 4 years ago
• bgreenwell / fastshap
  Fast approximate Shapley values in R
  ☆126Updated 6 months ago
• ModelOriented / rSAFE
  Surrogate Assisted Feature Extraction in R
  ☆28Updated 3 years ago
• rstudio / vetiver.posit.co
  Website for the vetiver 🏺 framework
  ☆13Updated 6 months ago
• ModelOriented / drifter
  Concept Drift and Concept Shift Detection for Predictive Models
  ☆19Updated 6 years ago
• pbiecek / ema
  Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
  ☆196Updated last year
• ModelOriented / EloML
  R package EloML: Elo rating system for machine learning models
  ☆24Updated 3 years ago
• Cumulocity-IoT / r-pmml
  Generate PMML for various machine learning and statistical models.
  ☆19Updated 3 years ago
• ModelOriented / vivo
  Variable importance via oscillations
  ☆14Updated 5 years ago