Alternatives and similar repositories for scikit-lego

Users that are interested in scikit-lego are comparing it to the libraries listed below

• skrub-data / skrub
  Machine learning with dataframes
  ☆1,533Updated this week
• feature-engine / feature_engine
  Feature engineering package with sklearn like functionality
  ☆2,173Updated last month
• csinva / imodels
  Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
  ☆1,559Updated last month
• koaning / human-learn
  Natural Intelligence is still a pretty good idea.
  ☆823Updated last year
• 8080labs / ppscore
  Predictive Power Score (PPS) in Python
  ☆1,166Updated 2 months ago
• aerdem4 / lofo-importance
  Leave One Feature Out Importance
  ☆854Updated 10 months 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
• shakedzy / dython
  A set of data tools in Python
  ☆508Updated this week
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
  ☆1,498Updated last week
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆549Updated 2 years ago
• dabl / dabl
  Data Analysis Baseline Library
  ☆727Updated last year
• sosuneko / PDPbox
  python partial dependence plot toolbox
  ☆861Updated last year
• pyjanitor-devs / pyjanitor
  Clean APIs for data cleaning. Python implementation of R package Janitor
  ☆1,472Updated this week
• Neuraxio / Neuraxle
  The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning produc…
  ☆615Updated 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…
  ☆674Updated 10 months ago
• alteryx / evalml
  EvalML is an AutoML library written in python.
  ☆834Updated 2 weeks ago
• ing-bank / popmon
  Monitor the stability of a Pandas or Spark dataframe ⚙︎
  ☆509Updated 3 months ago
• guillermo-navas-palencia / optbinning
  Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…
  ☆504Updated last month
• Ekeany / Boruta-Shap
  A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
  ☆641Updated last year
• raphaelvallat / pingouin
  Statistical package in Python based on Pandas
  ☆1,858Updated 3 months ago
• cerlymarco / shap-hypetune
  A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
  ☆583Updated last year
• scikit-learn-contrib / skope-rules
  machine learning with logical rules in Python
  ☆652Updated last year
• akanz1 / klib
  Easy to use Python library of customized functions for cleaning and analyzing data.
  ☆520Updated 3 weeks ago
• MaxHalford / prince
  Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
  ☆1,423Updated last month
• eli5-org / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆320Updated 8 months ago
• oegedijk / explainerdashboard
  Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
  ☆2,460Updated 4 months ago
• Galileo-Galilei / kedro-mlflow
  A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
  ☆229Updated 3 weeks ago
• erdogant / distfit
  distfit is a python library for probability density fitting.
  ☆409Updated last month
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆517Updated last year
• scikit-learn-contrib / project-template
  A template for scikit-learn extensions
  ☆339Updated 10 months ago