scikit-learn-contrib / category_encodersView external linksLinks
A library of sklearn compatible categorical variable encoders
☆2,479Jan 8, 2026Updated last month
Alternatives and similar repositories for category_encoders
Users that are interested in category_encoders are comparing it to the libraries listed below
Sorting:
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,078Feb 2, 2026Updated last week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,110Jan 24, 2026Updated 3 weeks ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,619Nov 13, 2025Updated 3 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated this week
- Pandas integration with sklearn☆2,850Jun 8, 2023Updated 2 years ago
- An open source python library for automated feature engineering☆7,610Feb 3, 2026Updated last week
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,198Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,393Feb 19, 2025Updated 11 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,812Feb 23, 2024Updated last year
- Extra blocks for scikit-learn pipelines.☆1,377Updated this week
- Automatic extraction of relevant features from time series:☆9,113Nov 15, 2025Updated 3 months ago
- Automated Machine Learning with scikit-learn☆8,052Jan 20, 2026Updated 3 weeks ago
- Fit interpretable models. Explain blackbox machine learning.☆6,792Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,023Updated this week
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,048Sep 11, 2025Updated 5 months ago
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,797Updated this week
- Hyper-parameter optimization for sklearn☆1,643Apr 15, 2025Updated 10 months ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,432Aug 20, 2024Updated last year
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,619Feb 8, 2026Updated last week
- Natural Gradient Boosting for Probabilistic Prediction☆1,827Nov 21, 2025Updated 2 months ago
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆383Jan 8, 2022Updated 4 years ago
- machine learning with logical rules in Python☆659Jan 31, 2024Updated 2 years ago
- Lime: Explaining the predictions of any machine learning classifier☆12,098Jul 25, 2024Updated last year
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆489Aug 11, 2017Updated 8 years ago
- Machine learning with dataframes☆1,554Updated this week
- A python library for decision tree visualization and model interpretation.☆3,124Jan 2, 2026Updated last month
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,079Feb 8, 2026Updated last week
- Multivariate imputation and matrix completion algorithms implemented in Python☆1,280Oct 25, 2023Updated 2 years ago
- ML-Ensemble – high performance ensemble learning☆863Nov 13, 2023Updated 2 years ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,149Dec 22, 2025Updated last month
- A high performance implementation of HDBSCAN clustering.☆3,059Jan 26, 2026Updated 2 weeks ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,372Feb 2, 2026Updated last week
- Missing data visualization module for Python.☆4,188May 14, 2024Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,515Updated this week
- A unified framework for machine learning with time series☆9,493Updated this week
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- ☆761Jul 18, 2023Updated 2 years ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,357Updated this week
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆467Feb 27, 2025Updated 11 months ago