Alternatives and similar repositories for eli5

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

• ray-project / tune-sklearn
  A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
  ☆467Updated last year
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆541Updated 2 years ago
• KaveIO / PhiK
  Phi_K correlation analyzer library
  ☆166Updated last week
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆515Updated last year
• adriangb / scikeras
  Scikit-Learn API wrapper for Keras.
  ☆247Updated 8 months ago
• skops-dev / skops
  skops is a Python library helping you share your scikit-learn based models and put them in production
  ☆496Updated 2 weeks ago
• kearnz / autoimpute
  Python package for Imputation Methods
  ☆249Updated last year
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆224Updated this week
• scikit-learn-contrib / hiclass
  A python library for hierarchical classification compatible with scikit-learn
  ☆134Updated 5 months ago
• shakedzy / dython
  A set of data tools in Python
  ☆504Updated 7 months ago
• 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…
  ☆662Updated 6 months ago
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆160Updated 2 years ago
• explainX / explainx
  Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…
  ☆439Updated last year
• alteryx / evalml
  EvalML is an AutoML library written in python.
  ☆822Updated this week
• cerlymarco / shap-hypetune
  A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
  ☆578Updated last year
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆213Updated 9 months ago
• ddelange / mapply
  Sensible multi-core apply function for Pandas
  ☆85Updated this week
• wwwjk366 / gower
  Python package for Gower distance
  ☆78Updated last year
• scikit-learn-contrib / scikit-learn-extra
  scikit-learn contrib estimators
  ☆198Updated last week
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆144Updated 2 years ago
• feedzai / fairgbm
  Train Gradient Boosting models that are both high-performance *and* Fair!
  ☆105Updated last month
• Neuraxio / Neuraxle
  The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning produc…
  ☆614Updated 3 months ago
• christopherjenness / DBCV
  Python implementation of Density-Based Clustering Validation
  ☆173Updated last year
• tvdboom / ATOM
  Automated Tool for Optimized Modelling
  ☆159Updated last year
• 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…
  ☆703Updated this week
• Ekeany / Boruta-Shap
  A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
  ☆628Updated last year
• amueller / dabl
  Data Analysis Baseline Library
  ☆133Updated 9 months ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆127Updated last year
• koaning / human-learn
  Natural Intelligence is still a pretty good idea.
  ☆819Updated last year
• alteryx / compose
  A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…
  ☆508Updated 4 months ago