Alternatives and similar repositories for anchor

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

• SauceCat / PDPbox
  python partial dependence plot toolbox
  ☆854Updated 8 months ago
• lopusz / awesome-interpretable-machine-learning
  ☆915Updated 2 years ago
• christophM / rulefit
  Python implementation of the rulefit algorithm
  ☆420Updated last year
• h2oai / mli-resources
  H2O.ai Machine Learning Interpretability Resources
  ☆488Updated 4 years ago
• scikit-learn-contrib / skope-rules
  machine learning with logical rules in Python
  ☆637Updated last year
• flennerhag / mlens
  ML-Ensemble – high performance ensemble learning
  ☆856Updated last year
• interpretml / DiCE
  Generate Diverse Counterfactual Explanations for any machine learning model.
  ☆1,404Updated last week
• interpretml / interpret-community
  Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…
  ☆430Updated 3 months ago
• jphall663 / interpretable_machine_learning_with_python
  Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …
  ☆679Updated 11 months ago
• ModelOriented / DALEX
  moDel Agnostic Language for Exploration and eXplanation
  ☆1,424Updated 3 months ago
• SeldonIO / alibi
  Algorithms for explaining machine learning models
  ☆2,504Updated 3 weeks ago
• andosa / treeinterpreter
  ☆759Updated last year
• marcoancona / DeepExplain
  A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…
  ☆752Updated 4 years ago
• pbiecek / xai_resources
  Interesting resources related to XAI (Explainable Artificial Intelligence)
  ☆832Updated 3 years ago
• dswah / pyGAM
  [HELP REQUESTED] Generalized Additive Models in Python
  ☆897Updated 11 months ago
• marcotcr / lime-experiments
  Code for all experiments.
  ☆318Updated 4 years ago
• HunterMcGushion / hyperparameter_hunter
  Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
  ☆707Updated 4 years ago
• tensorflow / tcav
  Code for the TCAV ML interpretability project
  ☆641Updated 10 months ago
• TeamHG-Memex / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆2,771Updated last month
• Trusted-AI / AIX360
  Interpretability and explainability of data and machine learning models
  ☆1,698Updated 3 months ago
• ankurtaly / Integrated-Gradients
  Attributing predictions made by the Inception network using the Integrated Gradients method
  ☆625Updated 3 years ago
• AustinRochford / PyCEbox
  ⬛ Python Individual Conditional Expectation Plot Toolbox
  ☆165Updated 5 years ago
• zygmuntz / hyperband
  Tuning hyperparams fast with Hyperband
  ☆593Updated 6 years ago
• scikit-learn-contrib / DESlib
  A Python library for dynamic classifier and ensemble selection
  ☆488Updated last year
• adebayoj / fairml
  ☆364Updated 4 years ago
• EthicalML / xai
  XAI - An eXplainability toolbox for machine learning
  ☆1,173Updated 3 years ago
• dssg / aequitas
  Bias Auditing & Fair ML Toolkit
  ☆720Updated 2 weeks ago
• scikit-multiflow / scikit-multiflow
  A machine learning package for streaming data in Python. The other ancestor of River.
  ☆778Updated last year
• hyperopt / hyperopt-sklearn
  Hyper-parameter optimization for sklearn
  ☆1,629Updated last month
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆124Updated 4 years ago