Alternatives and similar repositories for eli5

Users that are interested in eli5 are comparing it to the libraries listed below

• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆550Updated 2 years ago
• ray-project / tune-sklearn
  A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
  ☆469Updated 2 years ago
• KaveIO / PhiK
  Phi_K correlation analyzer library
  ☆172Updated 3 weeks ago
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆517Updated last year
• kearnz / autoimpute
  Python package for Imputation Methods
  ☆251Updated 2 years ago
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆215Updated 2 months ago
• adriangb / scikeras
  Scikit-Learn API wrapper for Keras.
  ☆249Updated last year
• skops-dev / skops
  skops is a Python library helping you share your scikit-learn based models and put them in production
  ☆503Updated this week
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆159Updated 3 years ago
• christopherjenness / DBCV
  Python implementation of Density-Based Clustering Validation
  ☆178Updated 2 years ago
• cerlymarco / shap-hypetune
  A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
  ☆584Updated last year
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆244Updated last month
• AutoViML / featurewiz
  Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…
  ☆676Updated 10 months ago
• shakedzy / dython
  A set of data tools in Python
  ☆510Updated 3 weeks ago
• scikit-learn-contrib / hiclass
  A python library for hierarchical classification compatible with scikit-learn
  ☆136Updated 10 months ago
• alteryx / evalml
  EvalML is an AutoML library written in python.
  ☆841Updated this week
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆128Updated 2 years ago
• scikit-learn-contrib / scikit-learn-extra
  scikit-learn contrib estimators
  ☆199Updated last month
• alteryx / compose
  A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…
  ☆510Updated 9 months ago
• wwwjk366 / gower
  Python package for Gower distance
  ☆82Updated last year
• explainX / explainx
  Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…
  ☆443Updated last year
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆143Updated 3 years ago
• koaning / scikit-lego
  Extra blocks for scikit-learn pipelines.
  ☆1,374Updated last month
• tvdboom / ATOM
  Automated Tool for Optimized Modelling
  ☆162Updated last year
• Neuraxio / Neuraxle
  The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning produc…
  ☆614Updated 8 months ago
• facebookresearch / balance
  The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…
  ☆733Updated this week
• Ekeany / Boruta-Shap
  A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
  ☆641Updated last year
• koaning / human-learn
  Natural Intelligence is still a pretty good idea.
  ☆823Updated last year
• AstraZeneca / rexmex
  A general purpose recommender metrics library for fair evaluation.
  ☆278Updated 2 years ago
• erdogant / distfit
  distfit is a python library for probability density fitting.
  ☆409Updated 2 months ago