Alternatives and similar repositories for skrub

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

• koaning / scikit-lego
  Extra blocks for scikit-learn pipelines.
  ☆1,367Updated last week
• csinva / imodels
  Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
  ☆1,509Updated 2 months ago
• feature-engine / feature_engine
  Feature engineering package with sklearn like functionality
  ☆2,156Updated last week
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
  ☆1,486Updated this week
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆545Updated 2 years 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…
  ☆712Updated this week
• koaning / human-learn
  Natural Intelligence is still a pretty good idea.
  ☆822Updated last year
• probabl-ai / skore
  𝗢𝘄𝗻 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲. Skore's open-source Python library accelerates ML model development with automated evaluation re…
  ☆546Updated this week
• pymc-labs / CausalPy
  A Python package for causal inference in quasi-experimental settings
  ☆1,057Updated this week
• 8080labs / ppscore
  Predictive Power Score (PPS) in Python
  ☆1,166Updated last month
• alteryx / evalml
  EvalML is an AutoML library written in python.
  ☆833Updated this week
• ing-bank / popmon
  Monitor the stability of a Pandas or Spark dataframe ⚙︎
  ☆507Updated 2 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
• MaxHalford / prince
  Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
  ☆1,409Updated last week
• raphaelvallat / pingouin
  Statistical package in Python based on Pandas
  ☆1,842Updated 2 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…
  ☆673Updated 8 months ago
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆516Updated last year
• pyjanitor-devs / pyjanitor
  Clean APIs for data cleaning. Python implementation of R package Janitor
  ☆1,460Updated this week
• skops-dev / skops
  skops is a Python library helping you share your scikit-learn based models and put them in production
  ☆500Updated 2 weeks ago
• google / temporian
  Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…
  ☆703Updated 2 weeks ago
• shakedzy / dython
  A set of data tools in Python
  ☆507Updated last week
• oegedijk / explainerdashboard
  Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
  ☆2,453Updated 3 months ago
• scikit-learn-contrib / qolmat
  A scikit-learn-compatible module for comparing imputation methods.
  ☆141Updated 2 months ago
• functime-org / functime
  Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
  ☆1,154Updated last month
• aerdem4 / lofo-importance
  Leave One Feature Out Importance
  ☆849Updated 8 months ago
• dswah / pyGAM
  [CONTRIBUTORS WELCOME] Generalized Additive Models in Python
  ☆925Updated last month
• eli5-org / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆313Updated 6 months ago
• aeturrell / skimpy
  skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
  ☆488Updated last week
• dabl / dabl
  Data Analysis Baseline Library
  ☆727Updated 10 months ago
• scikit-learn-contrib / skope-rules
  machine learning with logical rules in Python
  ☆649Updated last year