• DALEX

  • Referenced in 12 articles [sw26094]
  • package DALEX: Descriptive mAchine Learning EXplanations. Machine Learning (ML) models are widely used and have ... black-box models usually lack of interpretability. DALEX package contains various explainers that help...
  • modelDown

  • Referenced in 3 articles [sw29413]
  • summaries for predictive models. This package uses ’DALEX’ explainers to describe global model behavior...
  • dalex

  • Referenced in 1 article [sw36558]
  • dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python. The increasing amount ... responsible machine learning models, we showcase dalex, a Python package which implements the model-agnostic...
  • DALEXtra

  • Referenced in 1 article [sw35212]
  • package DALEXtra: Extension for ’DALEX’ Package. Provides wrapper of various machine learning models. In applied ... that are implemented in ’R’. ’DALEXtra’ creates ’DALEX’ Biecek (2018) explainer for many type...
  • NumPy

  • Referenced in 405 articles [sw06294]
  • NumPy is the fundamental package for scientific computing...
  • Scikit

  • Referenced in 398 articles [sw08058]
  • Scikit-learn: machine learning in python. Scikit-learn...
  • Python

  • Referenced in 1618 articles [sw14460]
  • Python is a widely used high-level, general...
  • TensorFlow

  • Referenced in 364 articles [sw15170]
  • TensorFlow™ is an open source software library for...
  • Plotly

  • Referenced in 17 articles [sw15578]
  • Plotly, also known by its URL, Plot.ly,[1...
  • XGBoost

  • Referenced in 74 articles [sw21035]
  • XGBoost is an optimized distributed gradient boosting library...
  • H2O

  • Referenced in 12 articles [sw23757]
  • H2O: Scalable Machine Learning....
  • LightGBM

  • Referenced in 12 articles [sw27912]
  • LightGBM: A highly efficient gradient boosting decision tree...
  • modelStudio

  • Referenced in 4 articles [sw30898]
  • R package modelStudio: Interactive Studio with Explanations for...
  • shap

  • Referenced in 19 articles [sw30901]
  • SHAP (SHapley Additive exPlanations) is a unified approach...
  • InterpretML

  • Referenced in 7 articles [sw30904]
  • InterpretML: A Unified Framework for Machine Learning Interpretability...
  • AIF360

  • Referenced in 5 articles [sw33037]
  • AIF360: AI Fairness 360 Open Source Toolkit. This...
  • Alibi

  • Referenced in 2 articles [sw35451]
  • Alibi is an open source Python library aimed...
  • PDPbox

  • Referenced in 1 article [sw36559]
  • PDPbox: python partial dependence plot toolbox. Motivation: This...
  • Fairlearn

  • Referenced in 1 article [sw36560]
  • Fairlearn is a Python package that empowers developers...